From 72d7ebc6d6018b60263b8b38fc45c5c8e5324f3b Mon Sep 17 00:00:00 2001 From: "A.Changenet" Date: Wed, 31 Mar 2021 19:15:22 +0100 Subject: [PATCH] All modif of the day --- Htmltemplatedowncute/Htmltemplatedowncute.Rmd | 156 ++++++ .../Htmltemplatedowncute.html | 328 ++++++++++++ Htmltemplatedowncute/Htmltemplatedowncute.pdf | Bin 0 -> 175325 bytes journal/Notes.html | 494 ++++++++++++++++++ journal/Notes.md | 84 +++ journal/Notes_module1.Rmd | 212 ++++++++ journal/Notes_module1.html | 385 ++++++++++++++ journal/Notes_module1.nb.html | 475 +++++++++++++++++ journal/Notes_module1.pdf | Bin 0 -> 295646 bytes journal/Notes_module2.Rmd | 115 ++++ journal/Notes_module2.html | 340 ++++++++++++ journal/Rplots.pdf | Bin 0 -> 3611 bytes journal/Rudi.jpeg | Bin 0 -> 11495 bytes journal/Test/Test.Rmd | 125 +++++ journal/Test/Test.pdf | Bin 0 -> 297638 bytes journal/Test/Test.tex | 276 ++++++++++ .../figure-latex/unnamed-chunk-1-1.pdf | Bin 0 -> 6363 bytes journal/Test/arxiv.sty | 255 +++++++++ journal/Test/references.bib | 24 + journal/git.png | Bin 0 -> 48767 bytes journal/gitpush.png | Bin 0 -> 65983 bytes journal/sqrtBA.O.plot.1Test.pdf | Bin 0 -> 29126 bytes journal/sqrtBA.O.plot.1Test2.pdf | Bin 0 -> 25252 bytes module2/exo1/Mytoy_document_fr.Rmd | 49 ++ module2/exo1/Mytoy_document_fr.html | 251 +++++++++ module2/exo2/exercice_fr.Rmd | 29 +- module2/exo5/exo5_fr.Rmd | 2 +- module2/exo5/exo5_fr.html | 318 +++++++++++ 28 files changed, 3898 insertions(+), 20 deletions(-) create mode 100644 Htmltemplatedowncute/Htmltemplatedowncute.Rmd create mode 100644 Htmltemplatedowncute/Htmltemplatedowncute.html create mode 100644 Htmltemplatedowncute/Htmltemplatedowncute.pdf create mode 100644 journal/Notes.html create mode 100644 journal/Notes.md create mode 100644 journal/Notes_module1.Rmd create mode 100644 journal/Notes_module1.html create mode 100644 journal/Notes_module1.nb.html create mode 100644 journal/Notes_module1.pdf create mode 100644 journal/Notes_module2.Rmd create mode 100644 journal/Notes_module2.html create mode 100644 journal/Rplots.pdf create mode 100644 journal/Rudi.jpeg create mode 100644 journal/Test/Test.Rmd create mode 100644 journal/Test/Test.pdf create mode 100644 journal/Test/Test.tex create mode 100644 journal/Test/Test_files/figure-latex/unnamed-chunk-1-1.pdf create mode 100644 journal/Test/arxiv.sty create mode 100644 journal/Test/references.bib create mode 100644 journal/git.png create mode 100644 journal/gitpush.png create mode 100644 journal/sqrtBA.O.plot.1Test.pdf create mode 100644 journal/sqrtBA.O.plot.1Test2.pdf create mode 100644 module2/exo1/Mytoy_document_fr.Rmd create mode 100644 module2/exo1/Mytoy_document_fr.html create mode 100644 module2/exo5/exo5_fr.html diff --git a/Htmltemplatedowncute/Htmltemplatedowncute.Rmd b/Htmltemplatedowncute/Htmltemplatedowncute.Rmd new file mode 100644 index 0000000..0977f26 --- /dev/null +++ b/Htmltemplatedowncute/Htmltemplatedowncute.Rmd @@ -0,0 +1,156 @@ +--- +title: "Notes_module2" +author: "A.Changenet" +date: "`r Sys.Date()`" +output: + rmdformats::downcute: + self_contained: true +--- + + +```{r setup, include=FALSE} +library(knitr) +library(rmdformats) + +## Global options +options(max.print="75") +opts_chunk$set(echo=FALSE, + cache=TRUE, + prompt=FALSE, + tidy=TRUE, + comment=NA, + message=FALSE, + warning=FALSE) +opts_knit$set(width=75) +``` + +--- + +output: html_document +--- + + + + +# Document computationnels + +* Jupyter => Intégré au MOOC +* Rstudio => Syncrhoniser avec le gitlab +* OrgMode => Necessite emacs plus puissant, plus technique + +# Etudes discutées + +* Economie: politiques d'austérité s'appuyant sur des travaux non reproductibles cf sur [wiki](https://en.wikipedia.org/wiki/Growth_in_a_Time_of_Debt) +* IRM fonctionnelle: Bennett + * 40 000 études a refaire +* fausse structures de protéines dans des bactéries: code qui a été propagée dans plusieurs groupes ... avec des conséquences. + + +# Pourquoi est-ce difficile ? + +* Sources et données +* Choix ! + +Le cahier de labo peut nous aider + +* L'ordinateur sources d'erreur. +* Manque de rigueur et d'organisation + +# Doc computationnel +* l'article est la partie immergée de l'iceberg +* Doc Comp permet de voir l'autre partie de l'iceberg ! Verfi les calculs, reutiliser les travaux et corriger. + +* On est encouragé a écrire des petits morceaux de code et expliquer les liaisons entre code entre toutes les zones. + +* Jupyter et rmarkdown parfois problématique du point de vu du rendu pour avoir exactrement ce que l'on souhaite (en pdf par exemple) (mais faisable) +* Org mode lit direct le latex donc permets de faire ce que l'on veut. + + +## Rstudio +* Partage de doc: **Knit** et publish permet de l'envoyer sur les serveurs pou être accéder par les autres en html. + +## Prise en main de l'outil Rstudio: + +* Problème de connexion ssh: Rstudio fait la liaison tout seul à parti du moment ou la clefs ssh se trouve ur mon profil gitlab. +Problème au moment d'appliquer la commande + +`ssh -T git@app-learninglab.inria.fr` + +Le port n'étant pas le port ssh par défaut (22), il fallait en faite taper: +`ssh -T git@app-learninglab.inria.fr -p 9418` + +## Travailler à plusieurs + +* Rpubs outil idéal pour partager rapidement mais pas pérenne +* Gitlab/Github => Prendre en compte le fait que tout (commentaires aux reviewers etc...) sera public. +* Site compagnion *Runmycode*, Editeurs.... +* Archive ouvertes: *HAL*, *Figshare/zenodo* + + +## Comparaison des outils: + +* Pour les cours ou tuto: Jupyter +* Journal de bord: orgmode: organisation chronologique + tags intensif !!! +* Cahier de labo => Idem mais orga sémantique avec des sections: analyses, scripts .... puis orga chonologique. + +* Article reproductible: orgmode + +* Navigation limitée avec jupyter et rstudio/knitr mais puissante avec orgmode +* Article faisable en Rstudio et orgmode mais plus compliqué en Jupyter + +# Exemple de structure: + +# Intro +# Results / biblio +# Devlopment, méthodo +# Biblio +# Journal +# conclu + +# +## week 1 +## week 2 +### work done +### questions +### work planned + + + + + + +* some idead of packages + * [learnR](https://cran.r-project.org/web/packages/learnr/index.html) => To create tutorial with executable code (as in Jupyter) + * [flexdashboard](https://rmarkdown.rstudio.com/flexdashboard/) to create interactive dashboards + * [rticles](https://github.com/rstudio/rticles) for templates of articles as pdf + *[rmdformats](https://github.com/juba/rmdformats) for templates html with toc. + +A test was recorded in the file Test.preprint with tyhe preprint template. +A test of rmd was also done. + +## Quelques notes sur les commandes + +git status => état de mon projet +git checkout => revenir juste en arrière quand on a fait une modif + +* On peut checker dans le [book de git](https://git-scm.com/book/fr/v2) + +* retour en arrière a un endroit spécifier: +git reset et git restore +* browse file sur une version d'un fichier dans l'historique sur gitlab nous amène ala version historique en question pour la visualiser. +* on peut la télécharger pour retraivailler dessus à parti de la et remplacer la version actuelle par l'ancienne version modifiée. + + + + +* [Learn Git Branching](https://learngitbranching.js.org/?locale=fr_FR) + + + + + + + + + + diff --git a/Htmltemplatedowncute/Htmltemplatedowncute.html b/Htmltemplatedowncute/Htmltemplatedowncute.html new file mode 100644 index 0000000..ed49943 --- /dev/null +++ b/Htmltemplatedowncute/Htmltemplatedowncute.html @@ -0,0 +1,328 @@ + + + + + + + + + + + Notes_module2 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+
+ +
+
+ + + +

Notes_module2

+ +

+ A.Changenet +

+

30/03/2021

+ + + + + + +
+ + + + + +
+

Document computationnels

+
    +
  • Jupyter => Intégré au MOOC
  • +
  • Rstudio => Syncrhoniser avec le gitlab
  • +
  • OrgMode => Necessite emacs plus puissant, plus technique
  • +
+
+
+

Etudes discutées

+
    +
  • Economie: politiques d’austérité s’appuyant sur des travaux non reproductibles cf sur wiki
  • +
  • IRM fonctionnelle: Bennett +
      +
    • 40 000 études a refaire
    • +
  • +
  • fausse structures de protéines dans des bactéries: code qui a été propagée dans plusieurs groupes … avec des conséquences.
  • +
+
+
+

Pourquoi est-ce difficile ?

+
    +
  • Sources et données
  • +
  • Choix !
  • +
+

Le cahier de labo peut nous aider

+
    +
  • L’ordinateur sources d’erreur.
  • +
  • Manque de rigueur et d’organisation
  • +
+
+
+

Doc computationnel

+
    +
  • l’article est la partie immergée de l’iceberg

  • +
  • Doc Comp permet de voir l’autre partie de l’iceberg ! Verfi les calculs, reutiliser les travaux et corriger.

  • +
  • On est encouragé a écrire des petits morceaux de code et expliquer les liaisons entre code entre toutes les zones.

  • +
  • Jupyter et rmarkdown parfois problématique du point de vu du rendu pour avoir exactrement ce que l’on souhaite (en pdf par exemple) (mais faisable)

  • +
  • Org mode lit direct le latex donc permets de faire ce que l’on veut.

  • +
+
+

Rstudio

+
    +
  • Partage de doc: Knit et publish permet de l’envoyer sur les serveurs pou être accéder par les autres en html.
  • +
+
+
+

Prise en main de l’outil Rstudio:

+
    +
  • Problème de connexion ssh: Rstudio fait la liaison tout seul à parti du moment ou la clefs ssh se trouve ur mon profil gitlab. Problème au moment d’appliquer la commande
  • +
+

ssh -T git@app-learninglab.inria.fr

+

Le port n’étant pas le port ssh par défaut (22), il fallait en faite taper: ssh -T git@app-learninglab.inria.fr -p 9418

+
+
+

Travailler à plusieurs

+
    +
  • Rpubs outil idéal pour partager rapidement mais pas pérenne
  • +
  • Gitlab/Github => Prendre en compte le fait que tout (commentaires aux reviewers etc…) sera public.
  • +
  • Site compagnion Runmycode, Editeurs….
  • +
  • Archive ouvertes: HAL, Figshare/zenodo
  • +
+
+
+

Comparaison des outils:

+
    +
  • Pour les cours ou tuto: Jupyter

  • +
  • Journal de bord: orgmode: organisation chronologique + tags intensif !!!

  • +
  • Cahier de labo => Idem mais orga sémantique avec des sections: analyses, scripts …. puis orga chonologique.

  • +
  • Article reproductible: orgmode

  • +
  • Navigation limitée avec jupyter et rstudio/knitr mais puissante avec orgmode

  • +
  • Article faisable en Rstudio et orgmode mais plus compliqué en Jupyter

  • +
+
+
+
+

Exemple de structure:

+
+
+

Intro

+
+
+

Results / biblio

+
+
+

Devlopment, méthodo

+
+
+

Biblio

+
+
+

Journal

+
+
+

conclu

+
+
+

+
+

week 1

+
+
+

week 2

+
+

work done

+
+
+

questions

+
+
+

work planned

+ +
    +
  • some idead of packages +
      +
    • learnR => To create tutorial with executable code (as in Jupyter)
    • +
    • flexdashboard to create interactive dashboards
    • +
    • rticles for templates of articles as pdf *rmdformats for templates html with toc.
    • +
  • +
+

A test was recorded in the file Test.preprint with tyhe preprint template.
+A test of rmd was also done.

+
+
+
+
+ + + +
+
+
+
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MOOC recherche reproductible

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Week 1: Notes 1

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Chapitre 1: la reproductibilité est une notion complète

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La reproductibilité est souvent réclamée comme la moindre des choses en science, et pourtant, en forçant un peu le trait, on pourrait avancer que quasiment rien n’est jamais reproduit : personne ne veut essayer, et quand quelqu’un essaye, ça ne marche pas. Ce qui est nouveau, c’est que cela semble rédhibitoire dans le cadre de bonnes pratiques scientifiques, au nom de la crédibilité de la science, et des initiatives pour y remédier commencent à fleurir.

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La reproductibilité est aussi complexe parce que, bien que simple à imaginer en apparence, le concept recouvre tout un tas de pratiques qui posent des questions :

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  • Reproductibilité par qui ? soi-même? un collègue? un concurrent? un reviewer? une instance de vérification?
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  • Reproductibilité pour quoi : pour valider ? pour contredire ? pour interpréter ?
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  • Reproductibilité comment ? avec la même instrumentation ? le même protocole ? la même conclusion par d’autres moyens ?
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  • De fait, qu’est-ce qui est “pareil” ? de strictes mesures ? des patterns concordants de résultats ? des conclusions généralisatrices ?
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  • Et enfin, quand a-t-on besoin d’être “pareil” ? pour vérifier ? pour démontrer ? pour infirmer ou contredire ? pour généraliser ?
    +Par ailleurs, la “reproduction” doit elle être hypothétique ou effective ? Il est notoire que les scientifiques n’ont (en général) aucune motivation à reproduire les expériences des autres : Puisque la récompense de l’activité de recherche est la publication et que la valeur de la publication réside dans l’originalité, la question reste souvent hypothétique, et les rares cas de tentatives de reproduction se font lors de controverses.
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Est ce que les deux études de nature sont de la reproductibilité ou pas?

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Paradoxalement, malgré le flou qui l’entoure et la faible activité de reproduction en pratique, la reproductibilité est souvent citée comme “la moindre des choses” dans les bonnes pratiques scientifiques, voire un “gold standard” de la science. Elle est par exemple prégnante dans la critique de l’activité de publication et en particulier du protocole de peer reviewing. La nécessité de la reproductibilité est ainsi souvent brandie comme un principe moral indiscutable, et les conditions de la réalisation de ce principe sont souvent hypothétiques. La critique de l’activité de reviewing, par exemple, existe de plus en plus et des propositions sont envisagées (Ross-Hellauer, 2017), mais cette remise en cause, parfois appliquée dans des revues scientifiques d’avant garde, se heurte à l’immobilisme des revues les plus prestigieuses, celles qui pèsent le plus.

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Raoul ? Sur critique du peer reviewing

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  • Vertus épistémiques : le venin de vipères
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  • Reproduire des expériences en histoire des sciences : Joule et les brasseries

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  • Cette reproduction dépendait de trop de savoirs tacites. Le but de cette “technique littéraire” (litterary technology) n’était effectivement pas (et n’est toujours pas dans les publications aujourd’hui) exactement la reproductibilité, mais plutôt la légitimité.

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Chapitre 2: plusieurs types de reproductibilités

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  • Computationelle
    +
  • +
  • Expérimentale directe: Essais standardisé en médecine clinique
    +
  • +
  • Expé indirecte: Semis standardisé (psychosociale, neurosciences…)
    +
  • +
  • Repro par expértise (archéologie)
    +
  • +
  • Observatino reproductibles (radiologie, sociologie)
    +
  • +
  • Recherche non repro: Anthropologie (n’as pas de sens ici). ils se concentrent sur les pricessus de production des données.
    +
    La conclusion de Leonelli à propos de cette typologie en six catégories est que l’exigence de reproductibilité (en tant que moyen d’obtenir la fiabilité) pose problème, et ce encore plus si elle est définie dans un sens étroit, basé sur des préceptes qui n’ont de sens que dans un seul domaine scientifique.
  • +
+
+
+

Chapitre 3

+
    +
  • Ref to check *
  • +
  • Crise médiatique
  • +
  • En Psycho: En 2011, est créé le Reproducibility Project, puis en 2013, le Center for Open Science, opération de reproduction d’expériences en psychologie impliquant toute une communauté scientifique. (Chambers 2017)
  • +
  • Essais cliniques: Au début des années 2000, la contestation a porté sur les biais liés au financement privé des recherches, avec en point d’orgue le livre “The Truth About the Drug Companies: How They Deceive Us and What to Do” (Angell, 2004) provenant de la communauté académique médicale. La mise en évidence récente, lors d’études financées par le privé, que les problèmes de reproductibilité existent autant dans la recherche publique que dans la recherche privée suggère que ce manque de reproductibilité est lié à autre chose que l’influence d’intérêts financiers. Nelson le voit donc comme une sorte de contre-attaque de l’industrie pharmaceutique pour sortir du rôle de méchant dans lequel elle est cantonnée
  • +
  • Meta sciences (statistics): Les problèmes épistémiques de reproductibilité sont pourtant bien plus divers que cette seule question, mais la reproductibilité statistique est de loin la plus médiatique. See “Why Most Published Research Findings Are False” (au titre particulièrement nuancé) est de loin la plus citée (Ioannidis, 2005).
  • +
+
+
+

Chp 4: Reprod computationelle

+

Check Disunity of sciences, 1996 & Norton 2010.

+
    +
  • La repro comme gold standard a ateindre
    +
  • +
  • Pourtant, même s’ils sont interpénétrés, le statistique et le computationnel ne posent pas les mêmes problèmes de reproductibilité.(souvent confondus !!!)
  • +
+

De fait, une grosse partie de l’activité computationnelle est réalisée par des scientifiques dont ce n’est pas le métier : ni dans le coding, ni dans le management, ni dans la diffusion et le licensing. La définition et l’organisation de bonnes pratiques sont des préoccupations des chercheurs Bénureau et Rougier, 2018 Stodden, 2016

+
    +
  • On peut de manière similaire décrire deux visions différentes de fiabilité scientifique computationnelle. L’un considére le software comme “user-oriented”. Dans ce cas, le programme est vu comme un outil dont on peut soulever le capot et vérifier comment il marche : la transparence est la vertu épistémique garantissant la reproductibilité, contrairement à une “boîte noire”. L’autre considère le software comme “market-oriented”, il est produit industriellement et la confiance est basée sur la robustesse d’un produit industriel imposant une forme de standard, même si propriétaire. Dans ce cas, la reproductibilité est basée sur l’assurance de la fiabilité par l’imposition d’une norme industrielle (Hocquet et Wieber, 2020).
  • +
+
+
+
+

Seconde partie: transparence

+

Au moins trois types de transparence:
+* data transparency : “Providing full access to data itself”
+* analytic transparency : “Information about data analysis”
+*production transparency : “Process of data collection”

+

But de pre-registration (Nosek et al. 2017) peut également participer à une recherche plus reproductible. L’une de ses finalités est de prévenir les risques de HARKing - Hypothesizing After the Results are Known.

+

Le terme “transparence” renvoie donc plutôt au fait de rendre accessibles à son lectorat les éléments sur lesquels s’est construit le raisonnement: : sources citées, données analysées ou description des données, corpus, etc. La notion de traçabilité occupe donc une place centrale. L’accent n’est pas mis sur le fait d’aboutir aux mêmes conclusions.
+la démultiplication des données disponibles (corpus numérisés, catalogues de références, sources en texte intégral, données obtenues grâce à des logiciels, etc.) et leur fragilité (obsolescence des supports, des formats et des logiciels) constituent autant d’atteintes potentielles à la traçabilité de la recherche.

+

Le codebook, un exemple d’outil pour les méthodes qualitatives

+
+
+
+

Entretien avec François Briatte:

+

Ses recherches ont porté sur les politiques de santé publique en Europe, la sociologie des mouvements sociaux, la sociologie de la quantification, et l’analyse de réseaux appliquée à la collaboration législative ([son site])(https://f.briatte.org/)

+
    +
  • Graphviz un outils ôpur représenter son workflow
  • +
  • Cascad, un outil de certification de la reproductibilité. Utile surtout quand les données sont confidentielles !!
  • +
  • Exemple de problème: C’est donc parfois l’horreur absolue lorsqu’un referee demande à refaire une estimation et que le chercheur ne retrouve pas le même résultat et n’est pas complètement sûr des programmes utilisés ! Il faut dire aussi, que les estimations économétriques reposent souvent sur la maximisation d’une vraisemblance, une fonction souvent complexe à maximiser et il arrive qu’un changement de version de logiciel (Stata par exemple, mais une mise à jour d’un package R ou un package R obsolète peuvent aussi réserver de belles surprises) vienne perturber la délicate mécanique mise au point (Genre de problème déjà vécu) Comment résoudre ce problème a part avec docker ?
    +
  • +
  • un article reflète mal le processus de recherche en amont de sa publication.
  • +
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/journal/Notes.md b/journal/Notes.md new file mode 100644 index 0000000..c8dbe0f --- /dev/null +++ b/journal/Notes.md @@ -0,0 +1,84 @@ +# MOOC recherche reproductible + +## Week 1: Notes 1 + +### Chapitre 1: la reproductibilité est une notion complète + +La reproductibilité est souvent réclamée comme la moindre des choses en science, et pourtant, en forçant un peu le trait, on pourrait avancer que quasiment rien n'est jamais reproduit : personne ne veut essayer, et quand quelqu'un essaye, ça ne marche pas. Ce qui est nouveau, c'est que cela semble rédhibitoire dans le cadre de bonnes pratiques scientifiques, au nom de la crédibilité de la science, et des initiatives pour y remédier commencent à fleurir. + +La reproductibilité est aussi complexe parce que, bien que simple à imaginer en apparence, le concept recouvre tout un tas de pratiques qui posent des questions : + +* Reproductibilité par qui ? soi-même? un collègue? un concurrent? un reviewer? une instance de vérification? +* Reproductibilité pour quoi : pour valider ? pour contredire ? pour interpréter ? +* Reproductibilité comment ? avec la même instrumentation ? le même protocole ? la même conclusion par d'autres moyens ? +* De fait, qu'est-ce qui est "pareil" ? de strictes mesures ? des patterns concordants de résultats ? des conclusions généralisatrices ? +* Et enfin, quand a-t-on besoin d'être "pareil" ? pour vérifier ? pour démontrer ? pour infirmer ou contredire ? pour généraliser ? +Par ailleurs, la "reproduction" doit elle être hypothétique ou effective ? Il est notoire que les scientifiques n'ont (en général) aucune motivation à reproduire les expériences des autres : Puisque la récompense de l'activité de recherche est la publication et que la valeur de la publication réside dans l'originalité, la question reste souvent hypothétique, et les rares cas de tentatives de reproduction se font lors de controverses. + +*Est ce que les deux études de nature sont de la reproductibilité ou pas?* + +Paradoxalement, malgré le flou qui l'entoure et la faible activité de reproduction en pratique, la reproductibilité est souvent citée comme "la moindre des choses" dans les bonnes pratiques scientifiques, voire un "gold standard" de la science. Elle est par exemple prégnante dans la critique de l'activité de publication et en particulier du protocole de peer reviewing. La nécessité de la reproductibilité est ainsi souvent brandie comme un principe moral indiscutable, et les conditions de la réalisation de ce principe sont souvent hypothétiques. La critique de l'activité de reviewing, par exemple, existe de plus en plus et des propositions sont envisagées (Ross-Hellauer, 2017), mais cette remise en cause, parfois appliquée dans des revues scientifiques d'avant garde, se heurte à l'immobilisme des revues les plus prestigieuses, celles qui pèsent le plus. + +*Raoul ? Sur critique du peer reviewing* + +* Vertus épistémiques : le venin de vipères +* Reproduire des expériences en histoire des sciences : Joule et les brasseries + +* Cette reproduction dépendait de trop de savoirs tacites. Le but de cette "technique littéraire" (litterary technology) n'était effectivement pas (et n'est toujours pas dans les publications aujourd'hui) exactement la reproductibilité, mais plutôt la légitimité. + +### Chapitre 2: plusieurs types de reproductibilités + +* Computationelle +* Expérimentale directe: Essais standardisé en médecine clinique +* Expé indirecte: Semis standardisé (psychosociale, neurosciences...) +* Repro par expértise (archéologie) +* Observatino reproductibles (radiologie, sociologie) +* Recherche non repro: Anthropologie (n'as pas de sens ici). ils se concentrent sur les pricessus de production des données. +
+La conclusion de Leonelli à propos de cette typologie en six catégories est que l'exigence de reproductibilité (en tant que moyen d'obtenir la fiabilité) pose problème, et ce encore plus si elle est définie dans un sens étroit, basé sur des préceptes qui n'ont de sens que dans un seul domaine scientifique. + +### Chapitre 3 +* Ref to check * +* Crise médiatique +* En Psycho: En 2011, est créé le Reproducibility Project, puis en 2013, le Center for Open Science, opération de reproduction d'expériences en psychologie impliquant toute une communauté scientifique. ([Chambers 2017](https://press.princeton.edu/books/hardcover/9780691158907/the-seven-deadly-sins-of-psychology)) +* Essais cliniques: Au début des années 2000, la contestation a porté sur les biais liés au financement privé des recherches, avec en point d'orgue le livre "The Truth About the Drug Companies: How They Deceive Us and What to Do" (Angell, 2004) provenant de la communauté académique médicale. La mise en évidence récente, lors d'études financées par le privé, que les problèmes de reproductibilité existent autant dans la recherche publique que dans la recherche privée suggère que ce manque de reproductibilité est lié à autre chose que l'influence d'intérêts financiers. Nelson le voit donc comme une sorte de contre-attaque de l'industrie pharmaceutique pour sortir du rôle de méchant dans lequel elle est cantonnée +* Meta sciences (statistics): Les problèmes épistémiques de reproductibilité sont pourtant bien plus divers que cette seule question, mais la reproductibilité statistique est de loin la plus médiatique. See "Why Most Published Research Findings Are False" (au titre particulièrement nuancé) est de loin la plus citée ([Ioannidis, 2005](https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124)). + +### Chp 4: Reprod computationelle + +Check [Disunity of sciences, 1996](https://www.sup.org/books/title/?id=2121) & [Norton 2010](https://www.journals.uchicago.edu/doi/abs/10.1086/656542). + +- La repro comme gold standard a ateindre +- Pourtant, même s'ils sont interpénétrés, le statistique et le computationnel ne posent pas les mêmes problèmes de reproductibilité.(souvent confondus !!!) + +De fait, une grosse partie de l'activité computationnelle est réalisée par des scientifiques dont ce n'est pas le métier : ni dans le coding, ni dans le management, ni dans la diffusion et le licensing. La définition et l'organisation de bonnes pratiques sont des préoccupations des chercheurs [Bénureau et Rougier, 2018](https://www.frontiersin.org/articles/10.3389/fninf.2017.00069/full) [Stodden, 2016](https://onlinelibrary.wiley.com/doi/10.1002/9781118865064.ch9) + +* On peut de manière similaire décrire deux visions différentes de fiabilité scientifique computationnelle. L'un considére le software comme "user-oriented". Dans ce cas, le programme est vu comme un outil dont on peut soulever le capot et vérifier comment il marche : la transparence est la vertu épistémique garantissant la reproductibilité, contrairement à une "boîte noire". L'autre considère le software comme "market-oriented", il est produit industriellement et la confiance est basée sur la robustesse d'un produit industriel imposant une forme de standard, même si propriétaire. Dans ce cas, la reproductibilité est basée sur l'assurance de la fiabilité par l'imposition d'une norme industrielle (Hocquet et Wieber, 2020). + +## Seconde partie: transparence +Au moins trois types de transparence: +* data transparency : "Providing full access to data itself" +* analytic transparency : "Information about data analysis" +*production transparency : "Process of data collection" + + +But de pre-registration (Nosek et al. 2017) peut également participer à une recherche plus reproductible. L'une de ses finalités est de prévenir les risques de HARKing - Hypothesizing After the Results are Known. + +**Le terme "transparence" renvoie donc plutôt au fait de rendre accessibles à son lectorat les éléments sur lesquels s'est construit le raisonnement**: : sources citées, données analysées ou description des données, corpus, etc. La notion de traçabilité occupe donc une place centrale. L'accent n'est pas mis sur le fait d'aboutir aux mêmes conclusions. +la démultiplication des données disponibles (corpus numérisés, catalogues de références, sources en texte intégral, données obtenues grâce à des logiciels, etc.) et leur fragilité (obsolescence des supports, des formats et des logiciels) constituent autant d'atteintes potentielles à la traçabilité de la recherche. + +*Le codebook*, un exemple d'outil pour les méthodes qualitatives + + + +# Entretien avec François Briatte: +Ses recherches ont porté sur les politiques de santé publique en Europe, la sociologie des mouvements sociaux, la sociologie de la quantification, et l’analyse de réseaux appliquée à la collaboration législative ([son site])(https://f.briatte.org/) + +* Graphviz un outils ôpur représenter son workflow +* [Cascad](https://www.cascad.tech/), un outil de certification de la reproductibilité. Utile surtout quand les données sont confidentielles !! +* Exemple de problème: C’est donc parfois l’horreur absolue lorsqu’un referee demande à refaire une estimation et que le chercheur ne retrouve pas le même résultat et n’est pas complètement sûr des programmes utilisés ! Il faut dire aussi, que les estimations économétriques reposent souvent sur la maximisation d’une vraisemblance, une fonction souvent complexe à maximiser et il arrive qu’un changement de version de logiciel (Stata par exemple, mais une mise à jour d’un package R ou un package R obsolète peuvent aussi réserver de belles surprises) vienne perturber la délicate mécanique mise au point (*Genre de problème déjà vécu*) Comment résoudre ce problème a part avec docker ? +* un article reflète mal le processus de recherche en amont de sa publication. + + + + diff --git a/journal/Notes_module1.Rmd b/journal/Notes_module1.Rmd new file mode 100644 index 0000000..0983dbc --- /dev/null +++ b/journal/Notes_module1.Rmd @@ -0,0 +1,212 @@ +--- +title: "Mooc recherche reproductible" +author: "Alexandre Changenet" +output: + pdf_document: default + html_document: + df_print: paged +--- + + + + + +# Module 1: Cahier de notes, cahier de laboratoire + +## 1. Nous utilisons tous des cahiers de notes + +## 2. Un aperçu historique de la prise de notes +* Index, chapitre etcs ... aspects organisationel + * Passage du volumen (rouleau de papyrus) au codex => éléments organisationnels du livres. + * Codex => reliure des papyrus + alternative au papyrus = le parchemin + * Rubrication => Permets de séparer les paragraphes (couleurs, ou blancs) + * Notes => Linée + * Idem en Chine (volumen au codex), impression sur papier + * Eusebe et les canons eusébien => Table de références croisées + +* Navigation dans les notes + * Fiches => Permette de naviguer, plus certains découpent directement + * Numérotation + * Mots clefs + * Méthode de John locke => Indexations 1ere lettre du mot et première voyalle + +## 3. Fichier texte au balisage léger + +Editeur de texte =! éditeur de texte + +* Pourquoi utiliser un éditeur de texte ? Car UTF-8 permettant de les lire des années plus tard +* Problème pas possible mettre en gras ou d'utilier hyper lien. Pas facile de collaborer (track changes) + +Langage de balisage léger permets de: + +* Confort de lecture +* légereté d'un fichier texte +* Et organisation +* Convertir en pdf, word etc ... + +On peut facilmement introduire du `chasse fixe` pour du code par exemple + + +Ici j'introduit une image de mon sosi ![sosi](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/rudi.jpeg) + + +* Une stratégie qui est souvent employée et qui fonctionne bien en pratique consiste à faire le gros du travail de rédaction d'un article ou d'un mémoire en `Markdown`. La rédaction terminée, le fichier est exporté au format docx (ou `LaTeX`) et des ajustements de mise en page sont alors effectués avec un logiciel de traitement de texte (ou un éditeur `LaTeX`). + + +* TinyTex => Editeur latex léger pour R fait par le type de Bookdown +* TEI => Text encoding Initiative + +## 4. Pérénité et évolubilité avec la gestion de versions + +* Problème de libre office par exemple: + * Sauvegarde indépendante de la getion des versions + * Pas du fichier texte + +* Docuwiki est une solution qui a des avantages mais aussi des inconvénients + +* Git meilleur outil actuel car permets de corriger plusieurs fichier en même temps (ce qui est crucial quand on travail sur des logiciel par exemple) + +### Démystifions Git, Github, Gitlab + +* Historique des fichiers sans mes démultiplier +* Fusions facile +Petite blague rigolote +![xkcd](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/git.png) + +* Git est explicite +* git add pour indiquer quelle modif on veut ajouter (equivalent cocher des trucs sur Rstudio) +* Ce qui est important c'est la branche principale +* SHA1 est l'ecnodage des modif qui permets de suivre les modifs. +* git diff permets de comparer plusieurs versions (v4 et v8 par exmple avec le sha1) +* git checkout permets de revenir a une version précédente +* process: + * Cloner un repertoire vite + * Travailler en local + * Commit et push + * Un push ne permets que de pusher la branche principale ! A moins de spécifier explicitement que l'on veut pusher cette branche aussi. Exemple: ![](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/gitpush.png) + +2. Travailler à plusieurs + +* On ne peut pas pusher si quelqu'un a push avant nous +* Obliger de faire un pull d'abords + * Si travail sans conflit (parties du code différentes et/ou fichiers différents) pas de soucis + * Si conflit => inspection et merge + * push + * et pull par quelqu'un d'autres + +* Ce système est très résilient ! +* Attention a ne pas faire des commit pour rien !! Genre réindentation de code +* ou bien dissocier les commit de fond et de forme +* git statuts, git diff, git add avec des petits commits logiques ! +* Eviter git commit -a !! +* Favoriser le format texte ! +* Git hist => Ensemble des modifs ! + +3. L'écosystème Git + +* Permetttent de faire des commit en ligne ! Pratiques pour les petites choses +* Issues cool pour les devloppeur +* Faire de la revue de code +* Fork et pull request + * Pour proposer des modifs sur un trucs sécurisé exemple li,ux =)> git fork => faire une copie du projet sur son espace perso + * Puis pull request pour demander à ce qu'il y est revue de code + * intégration continue => tests + * connexion a des archives + * github leaders mais logiciel propriétaire + * gitlab logiciel libre permets de déployer des instances + +4. Etiquettage et indexation: se retrouver dans ses notes + +* Recherche dans un fichier texte +* Index dans des fiches => locke ou Leibniz +* Pratiques modernes: + * Indexation au sens large (même fichiers non numériques) + * Moteur de recherche de bureau: **DocFetcher** + * Localisation d'occurrence dans beaucoup de repertoire du disque dur. + * Problèmes quand beaucoup de fichiers: Submergé par le nombre d'infos + * Ajout des étiquettes ou **mot clés Markdown avec des étiquettes** + * Recherche ensuite avec les étiquetttes + +* Métadonnées ajoutées sur des images aussi avec * exiftool * + + +### Exo + +Here I will try to import a rds figure file, print it to a pdf file, and finally annotate it using the pdf_write_metadata function of the R package threadr + +```{r My first chunk,eval=TRUE, echo=FALSE, message=FALSE, warning=FALSE} +library(ggplot2) +library(reshape2) +library(patchwork) +library(threadr) +library(cowplot) +source('~/SynologyDrive/FUNDIV - NFI - Europe/Github.projects/Reproductibility/pdf_keywords.R') + +# Variable names +nameVAR <- c( + "sqrtBAIj.plot.1.mean.J.I", + "mean_spei12", + "sqrtBA.O.plot.1", + "logBAj.plot.1", + "logtreeNbrJ", + "logdbhJ.IMall.plot.mean", + "logsp.mortality.plot.rate.yr", + "Plotcat") + +PredVAR <- c( ## Predictions to be on what part of the model ? + "Predictedresp", ## + "Predictedzprob", ## + "Predictedmu", + "Predictedmulink", + "Predictedzlink") + +``` + + +```{r,echo=TRUE, include=FALSE} +MyVAR <- nameVAR[3] # the one I want +A <- list.files(paste0("~/SynologyDrive/FUNDIV - NFI - Europe/Redaction/paper2/Figure.Simple.effect.pred"),pattern = paste0(MyVAR,"*.rds$"),full.names = T) + +# Load only the first half +mapply(function(x,y){ + assign(paste0("p2.",y),readRDS(x),envir = .GlobalEnv) +},x=A,y=PredVAR[c(2:3)]) ## be carreful with the order +pall <- p2.Predictedmu+ + theme(legend.position = c(0.99,0.35),legend.justification = c("right"))+guides(colour = guide_legend(ncol = 3))+ + p2.Predictedzprob+ + theme(legend.position = c(0.99,0.35),legend.justification = c("right"))+guides(colour = guide_legend(ncol = 3))+ + plot_layout(ncol=2) +``` + +Here we load the file and we save it + +```{r,eval=TRUE, echo=TRUE} +save_plot(filename = paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test2.pdf"), + plot = pall,base_width = 8, base_height = 8, dpi = 300 ,units = "in",nrow=1,ncol=2) +``` + +```{r,eval=TRUE, echo=FALSE,fig.dim = c(15, 15)} +pall +``` + + +And finally we use the homemade function to tag the pdf output +```{r,eval=TRUE, echo=TRUE} +pdf_keywords( + paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test.pdf"), + Keywords=":MOOC::TEST:" +) +``` + + + + + + + + + + + + + diff --git a/journal/Notes_module1.html b/journal/Notes_module1.html new file mode 100644 index 0000000..b33bae8 --- /dev/null +++ b/journal/Notes_module1.html @@ -0,0 +1,385 @@ + + + + + + + + + + + + + + +Mooc recherche reproductible + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + +
+

Module 1: Cahier de notes, cahier de laboratoire

+
+

1. Nous utilisons tous des cahiers de notes

+
+
+

2. Un aperçu historique de la prise de notes

+
    +
  • Index, chapitre etcs … aspects organisationel +
      +
    • Passage du volumen (rouleau de papyrus) au codex => éléments organisationnels du livres.
      +
    • +
    • Codex => reliure des papyrus + alternative au papyrus = le parchemin
    • +
    • Rubrication => Permets de séparer les paragraphes (couleurs, ou blancs)
    • +
    • Notes => Linée
    • +
    • Idem en Chine (volumen au codex), impression sur papier
    • +
    • Eusebe et les canons eusébien => Table de références croisées
    • +
  • +
  • Navigation dans les notes +
      +
    • Fiches => Permette de naviguer, plus certains découpent directement
    • +
    • Numérotation
    • +
    • Mots clefs
    • +
    • Méthode de John locke => Indexations 1ere lettre du mot et première voyalle
    • +
  • +
+
+
+

3. Fichier texte au balisage léger

+

Editeur de texte =! éditeur de texte

+
    +
  • Pourquoi utiliser un éditeur de texte ? Car UTF-8 permettant de les lire des années plus tard
    +
  • +
  • Problème pas possible mettre en gras ou d’utilier hyper lien. Pas facile de collaborer (track changes)
  • +
+

Langage de balisage léger permets de:

+
    +
  • Confort de lecture
    +
  • +
  • légereté d’un fichier texte
    +
  • +
  • Et organisation
    +
  • +
  • Convertir en pdf, word etc …
  • +
+

On peut facilmement introduire du chasse fixe pour du code par exemple

+ +

Ici j’introduit une image de mon sosi sosi

+
    +
  • Une stratégie qui est souvent employée et qui fonctionne bien en pratique consiste à faire le gros du travail de rédaction d’un article ou d’un mémoire en Markdown. La rédaction terminée, le fichier est exporté au format docx (ou LaTeX) et des ajustements de mise en page sont alors effectués avec un logiciel de traitement de texte (ou un éditeur LaTeX).

  • +
  • TinyTex => Editeur latex léger pour R fait par le type de Bookdown
    +

  • +
  • TEI => Text encoding Initiative

  • +
+
+
+

4. Pérénité et évolubilité avec la gestion de versions

+
    +
  • Problème de libre office par exemple:

    +
      +
    • Sauvegarde indépendante de la getion des versions
    • +
    • Pas du fichier texte
    • +
  • +
  • Docuwiki est une solution qui a des avantages mais aussi des inconvénients

  • +
  • Git meilleur outil actuel car permets de corriger plusieurs fichier en même temps (ce qui est crucial quand on travail sur des logiciel par exemple)

  • +
+
+

Démystifions Git, Github, Gitlab

+
    +
  • Historique des fichiers sans mes démultiplier

  • +
  • Fusions facile Petite blague rigolote xkcd

  • +
  • Git est explicite

  • +
  • git add pour indiquer quelle modif on veut ajouter (equivalent cocher des trucs sur Rstudio)

  • +
  • Ce qui est important c’est la branche principale

  • +
  • SHA1 est l’ecnodage des modif qui permets de suivre les modifs.

  • +
  • git diff permets de comparer plusieurs versions (v4 et v8 par exmple avec le sha1)

  • +
  • git checkout permets de revenir a une version précédente

  • +
  • process:

    +
      +
    • Cloner un repertoire vite
    • +
    • Travailler en local
    • +
    • Commit et push
    • +
    • Un push ne permets que de pusher la branche principale ! A moins de spécifier explicitement que l’on veut pusher cette branche aussi. Exemple:
    • +
  • +
+
    +
  1. Travailler à plusieurs
  2. +
+
    +
  • On ne peut pas pusher si quelqu’un a push avant nous
  • +
  • Obliger de faire un pull d’abords +
      +
    • Si travail sans conflit (parties du code différentes et/ou fichiers différents) pas de soucis
    • +
    • Si conflit => inspection et merge
    • +
    • push
    • +
    • et pull par quelqu’un d’autres
    • +
  • +
  • Ce système est très résilient !
  • +
  • Attention a ne pas faire des commit pour rien !! Genre réindentation de code
  • +
  • ou bien dissocier les commit de fond et de forme
  • +
  • git statuts, git diff, git add avec des petits commits logiques !
  • +
  • Eviter git commit -a !!
  • +
  • Favoriser le format texte !
  • +
  • Git hist => Ensemble des modifs !
  • +
+
    +
  1. L’écosystème Git
  2. +
+
    +
  • Permetttent de faire des commit en ligne ! Pratiques pour les petites choses
  • +
  • Issues cool pour les devloppeur
  • +
  • Faire de la revue de code
  • +
  • Fork et pull request +
      +
    • Pour proposer des modifs sur un trucs sécurisé exemple li,ux =)> git fork => faire une copie du projet sur son espace perso
    • +
    • Puis pull request pour demander à ce qu’il y est revue de code
    • +
    • intégration continue => tests
    • +
    • connexion a des archives
    • +
    • github leaders mais logiciel propriétaire
    • +
    • gitlab logiciel libre permets de déployer des instances
    • +
  • +
+
    +
  1. Etiquettage et indexation: se retrouver dans ses notes
  2. +
+
    +
  • Recherche dans un fichier texte
  • +
  • Index dans des fiches => locke ou Leibniz
  • +
  • Pratiques modernes: +
      +
    • Indexation au sens large (même fichiers non numériques)
    • +
    • Moteur de recherche de bureau: DocFetcher +
        +
      • Localisation d’occurrence dans beaucoup de repertoire du disque dur.
      • +
      • Problèmes quand beaucoup de fichiers: Submergé par le nombre d’infos
      • +
      • Ajout des étiquettes ou mot clés Markdown avec des étiquettes
      • +
      • Recherche ensuite avec les étiquetttes
      • +
    • +
  • +
  • Métadonnées ajoutées sur des images aussi avec * exiftool *
  • +
+
+
+

Exo

+

Here I will try to import a rds figure file, print it to a pdf file, and finally annotate it using the pdf_write_metadata function of the R package threadr

+

Here we load the file and we save it

+
save_plot(filename = paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test2.pdf"),
+          plot = pall,base_width = 8, base_height = 8, dpi = 300 ,units = "in",nrow=1,ncol=2)
+

+

And finally we use the homemade function to tag the pdf output

+
pdf_keywords(
+  paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test.pdf"),
+  Keywords=":MOOC::TEST:"
+)
+
## [1] "    1 image files updated"
+
+
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/journal/Notes_module1.nb.html b/journal/Notes_module1.nb.html new file mode 100644 index 0000000..b17196c --- /dev/null +++ b/journal/Notes_module1.nb.html @@ -0,0 +1,475 @@ + + + + + + + + + + + + + + +Mooc recherche reproductible + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + +
+

Module 1: Cahier de notes, cahier de laboratoire

+
+

1. Nous utilisons tous des cahiers de notes

+
+
+

2. Un aperçu historique de la prise de notes

+
    +
  • Index, chapitre etcs … aspects organisationel +
      +
    • Passage du volumen (rouleau de papyrus) au codex => éléments organisationnels du livres.
      +
    • +
    • Codex => reliure des papyrus + alternative au papyrus = le parchemin
    • +
    • Rubrication => Permets de séparer les paragraphes (couleurs, ou blancs)
    • +
    • Notes => Linée
    • +
    • Idem en Chine (volumen au codex), impression sur papier
    • +
    • Eusebe et les canons eusébien => Table de références croisées
    • +
  • +
  • Navigation dans les notes +
      +
    • Fiches => Permette de naviguer, plus certains découpent directement
    • +
    • Numérotation
    • +
    • Mots clefs
    • +
    • Méthode de John locke => Indexations 1ere lettre du mot et première voyalle
    • +
  • +
+
+
+

3. Fichier texte au balisage léger

+

Editeur de texte =! éditeur de texte

+
    +
  • Pourquoi utiliser un éditeur de texte ? Car UTF-8 permettant de les lire des années plus tard
    +
  • +
  • Problème pas possible mettre en gras ou d’utilier hyper lien. Pas facile de collaborer (track changes)
  • +
+

Langage de balisage léger permets de:

+
    +
  • Confort de lecture
    +
  • +
  • légereté d’un fichier texte
    +
  • +
  • Et organisation
    +
  • +
  • Convertir en pdf, word etc …
  • +
+

On peut facilmement introduire du chasse fixe pour du code par exemple

+ +

Ici j’introduit une image de mon sosi sosi

+
    +
  • Une stratégie qui est souvent employée et qui fonctionne bien en pratique consiste à faire le gros du travail de rédaction d’un article ou d’un mémoire en Markdown. La rédaction terminée, le fichier est exporté au format docx (ou LaTeX) et des ajustements de mise en page sont alors effectués avec un logiciel de traitement de texte (ou un éditeur LaTeX).

  • +
  • TinyTex => Editeur latex léger pour R fait par le type de Bookdown
    +

  • +
  • TEI => Text encoding Initiative

  • +
+
+
+

4. Pérénité et évolubilité avec la gestion de versions

+
    +
  • Problème de libre office par exemple:

    +
      +
    • Sauvegarde indépendante de la getion des versions
    • +
    • Pas du fichier texte
    • +
  • +
  • Docuwiki est une solution qui a des avantages mais aussi des inconvénients

  • +
  • Git meilleur outil actuel car permets de corriger plusieurs fichier en même temps (ce qui est crucial quand on travail sur des logiciel par exemple)

  • +
+
+

Démystifions Git, Github, Gitlab

+
    +
  • Historique des fichiers sans mes démultiplier

  • +
  • Fusions facile Petite blague rigolote xkcd

  • +
  • Git est explicite

  • +
  • git add pour indiquer quelle modif on veut ajouter (equivalent cocher des trucs sur Rstudio)

  • +
  • Ce qui est important c’est la branche principale

  • +
  • SHA1 est l’ecnodage des modif qui permets de suivre les modifs.

  • +
  • git diff permets de comparer plusieurs versions (v4 et v8 par exmple avec le sha1)

  • +
  • git checkout permets de revenir a une version précédente

  • +
  • process:

    +
      +
    • Cloner un repertoire vite
    • +
    • Travailler en local
    • +
    • Commit et push
    • +
    • Un push ne permets que de pusher la branche principale ! A moins de spécifier explicitement que l’on veut pusher cette branche aussi. Exemple:
    • +
  • +
+
    +
  1. Travailler à plusieurs
  2. +
+
    +
  • On ne peut pas pusher si quelqu’un a push avant nous
  • +
  • Obliger de faire un pull d’abords +
      +
    • Si travail sans conflit (parties du code différentes et/ou fichiers différents) pas de soucis
    • +
    • Si conflit => inspection et merge
    • +
    • push
    • +
    • et pull par quelqu’un d’autres
    • +
  • +
  • Ce système est très résilient !
  • +
  • Attention a ne pas faire des commit pour rien !! Genre réindentation de code
  • +
  • ou bien dissocier les commit de fond et de forme
  • +
  • git statuts, git diff, git add avec des petits commits logiques !
  • +
  • Eviter git commit -a !!
  • +
  • Favoriser le format texte !
  • +
  • Git hist => Ensemble des modifs !
  • +
+
    +
  1. L’écosystème Git
  2. +
+
    +
  • Permetttent de faire des commit en ligne ! Pratiques pour les petites choses
  • +
  • Issues cool pour les devloppeur
  • +
  • Faire de la revue de code
  • +
  • Fork et pull request +
      +
    • Pour proposer des modifs sur un trucs sécurisé exemple li,ux =)> git fork => faire une copie du projet sur son espace perso
    • +
    • Puis pull request pour demander à ce qu’il y est revue de code
    • +
    • intégration continue => tests
    • +
    • connexion a des archives
    • +
    • github leaders mais logiciel propriétaire
    • +
    • gitlab logiciel libre permets de déployer des instances
    • +
  • +
+
    +
  1. Etiquettage et indexation: se retrouver dans ses notes
  2. +
+
    +
  • Recherche dans un fichier texte
  • +
  • Index dans des fiches => locke ou Leibniz
  • +
  • Pratiques modernes: +
      +
    • Indexation au sens large (même fichiers non numériques)
    • +
    • Moteur de recherche de bureau: DocFetcher +
        +
      • Localisation d’occurrence dans beaucoup de repertoire du disque dur.
      • +
      • Problèmes quand beaucoup de fichiers: Submergé par le nombre d’infos
      • +
      • Ajout des étiquettes ou mot clés Markdown avec des étiquettes
      • +
      • Recherche ensuite avec les étiquetttes
      • +
    • +
  • +
  • Métadonnées ajoutées sur des images aussi avec * exiftool *
  • +
+
+
+

Exo

+

Here I will try to import a rds figure file, print it to a pdf file, and finally annotate it using the pdf_write_metadata function of the R package threadr

+ + + + + + +

Here we load the file and we save it

+ + + +
save_plot(filename = paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test2.pdf"),
+          plot = pall,base_width = 8, base_height = 8, dpi = 300 ,units = "in",nrow=1,ncol=2)
+ + + + + + +

+ + + +

And finally we use the homemade function to tag the pdf output

+ + + +
pdf_keywords(
+  paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test.pdf"),
+  Keywords=":MOOC::TEST:"
+)
+ + +
[1] "    1 image files updated"
+ + + + +
+
+
+ +
---
title: "Mooc recherche reproductible"
author: "Alexandre Changenet"
output:
  pdf_document: default
  html_document:
    df_print: paged
---

<!-- :Notes: --> <!-- :MOOC: --> <!-- :reproductible: --> <!-- :markdown: -->
<!-- :logiciel libre: -->


# Module 1: Cahier de notes, cahier de laboratoire

## 1. Nous utilisons tous des cahiers de notes 

## 2. Un aperçu historique de la prise de notes
* Index, chapitre etcs ... aspects organisationel  
  * Passage du volumen (rouleau de papyrus) au codex => éléments organisationnels du livres.  
  * Codex => reliure des papyrus + alternative au papyrus = le parchemin
  * Rubrication => Permets de séparer les paragraphes (couleurs, ou blancs)
  * Notes => Linée 
  * Idem en Chine (volumen au codex), impression sur papier
  * Eusebe et les canons eusébien => Table de références croisées
  
* Navigation dans les notes 
  * Fiches => Permette de naviguer, plus certains découpent directement
  * Numérotation
  * Mots clefs 
  * Méthode de John locke => Indexations 1ere lettre du mot et première voyalle
  
## 3. Fichier texte au balisage léger

Editeur de texte =! éditeur de texte 

* Pourquoi utiliser un éditeur de texte ? Car UTF-8 permettant de les lire des années plus tard  
* Problème pas possible mettre en gras ou d'utilier hyper lien. Pas facile de collaborer (track changes)  

Langage de balisage léger permets de: 

* Confort de lecture  
* légereté d'un fichier texte  
* Et organisation  
* Convertir en pdf, word etc ...  

On peut facilmement introduire du `chasse fixe` pour du code par exemple

<!-- Ceci est du commentaire -->
Ici j'introduit une image de mon sosi ![sosi](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/rudi.jpeg)


* Une stratégie qui est souvent employée et qui fonctionne bien en pratique consiste à faire le gros du travail de rédaction d'un article ou d'un mémoire en `Markdown`. La rédaction terminée, le fichier est exporté au format docx (ou `LaTeX`) et des ajustements de mise en page sont alors effectués avec un logiciel de traitement de texte (ou un éditeur `LaTeX`).


* TinyTex => Editeur latex léger pour R fait par le type de Bookdown  
* TEI => Text encoding Initiative

## 4. Pérénité et évolubilité avec la gestion de versions

* Problème de libre office par exemple: 
  * Sauvegarde indépendante de la getion des versions 
  * Pas du fichier texte 
  
* Docuwiki est une solution qui a des avantages mais aussi des inconvénients

* Git meilleur outil actuel car permets de corriger plusieurs fichier en même temps (ce qui est crucial quand on travail sur des logiciel par exemple)

### Démystifions Git, Github, Gitlab

* Historique des fichiers sans mes démultiplier
* Fusions facile
Petite blague rigolote
![xkcd](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/git.png)

* Git est explicite 
* git add pour indiquer quelle modif on veut ajouter (equivalent cocher des trucs sur Rstudio)
* Ce qui est important c'est la branche principale
* SHA1 est l'ecnodage des modif qui permets de suivre les modifs. 
* git diff permets de comparer plusieurs versions (v4 et v8 par exmple avec le sha1)
* git checkout permets de revenir a une version précédente
* process:
  * Cloner un repertoire vite 
  * Travailler en local
  * Commit et push 
  * Un push ne permets que de pusher la branche principale ! A moins de spécifier explicitement que l'on veut pusher cette branche aussi. Exemple: ![](/Users/alexandrechangenet/Google Drive/Cours/MOOC_Recherche_Reproductible/gitpush.png)
  
2. Travailler à plusieurs  

* On ne peut pas pusher si quelqu'un a push avant nous 
* Obliger de faire un pull d'abords 
  * Si travail sans conflit (parties du code différentes et/ou fichiers différents) pas de soucis 
  * Si conflit => inspection et merge
  * push 
  * et pull par quelqu'un d'autres
  
* Ce système est très résilient ! 
* Attention a ne pas faire des commit pour rien !! Genre réindentation de code 
* ou bien dissocier les commit de fond et de forme 
* git statuts, git diff, git add avec des petits commits logiques ! 
* Eviter git commit -a !!
* Favoriser le format texte ! 
* Git hist => Ensemble des modifs !

3. L'écosystème Git 

* Permetttent de faire des commit en ligne ! Pratiques pour les petites choses 
* Issues cool pour les devloppeur 
* Faire de la revue de code
* Fork et pull request 
  * Pour proposer des modifs sur un trucs sécurisé exemple li,ux =)> git fork => faire une copie du projet sur son espace perso 
  * Puis pull request pour demander à ce qu'il y est revue de code 
  * intégration continue => tests
  * connexion a des archives 
  * github leaders mais logiciel propriétaire 
  * gitlab logiciel libre permets de déployer des instances

4. Etiquettage et indexation: se retrouver dans ses notes 

* Recherche dans un fichier texte 
* Index dans des fiches => locke ou Leibniz 
* Pratiques modernes: 
  * Indexation au sens large (même fichiers non numériques)
  * Moteur de recherche de bureau: **DocFetcher**
    * Localisation d'occurrence dans beaucoup de repertoire du disque dur. 
    * Problèmes quand beaucoup de fichiers: Submergé par le nombre d'infos 
    * Ajout des étiquettes ou **mot clés Markdown avec des étiquettes**
    * Recherche ensuite avec les étiquetttes 

* Métadonnées ajoutées sur des images aussi avec * exiftool * 


### Exo

Here I will try to import a rds figure file, print it to a pdf file, and finally annotate it using the pdf_write_metadata function of the R package threadr

```{r My first chunk,eval=TRUE, echo=FALSE, message=FALSE, warning=FALSE}
library(ggplot2)
library(reshape2)
library(patchwork)
library(threadr)
library(cowplot)
source('~/SynologyDrive/FUNDIV - NFI - Europe/Github.projects/Reproductibility/pdf_keywords.R')

# Variable names  
nameVAR <- c(                                       
  "sqrtBAIj.plot.1.mean.J.I",                       
  "mean_spei12",                                    
  "sqrtBA.O.plot.1",                                
  "logBAj.plot.1",                                  
  "logtreeNbrJ",                                  
  "logdbhJ.IMall.plot.mean",                        
  "logsp.mortality.plot.rate.yr",                 
  "Plotcat")

PredVAR <- c(                                       ## Predictions to be on what part of the model ? 
  "Predictedresp",                                  ##
  "Predictedzprob",                                 ##
  "Predictedmu",
  "Predictedmulink",
  "Predictedzlink")   

```


```{r,echo=TRUE, include=FALSE}
MyVAR <- nameVAR[3] # the one I want 
A <- list.files(paste0("~/SynologyDrive/FUNDIV - NFI - Europe/Redaction/paper2/Figure.Simple.effect.pred"),pattern = paste0(MyVAR,"*.rds$"),full.names = T)

# Load only the first half 
mapply(function(x,y){
  assign(paste0("p2.",y),readRDS(x),envir = .GlobalEnv)
},x=A,y=PredVAR[c(2:3)]) ## be carreful with the order 
pall <- p2.Predictedmu+
  theme(legend.position = c(0.99,0.35),legend.justification = c("right"))+guides(colour = guide_legend(ncol = 3))+
  p2.Predictedzprob+
  theme(legend.position = c(0.99,0.35),legend.justification = c("right"))+guides(colour = guide_legend(ncol = 3))+
  plot_layout(ncol=2)
```

Here we load the file and we save it

```{r,eval=TRUE, echo=TRUE}
save_plot(filename = paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test2.pdf"),
          plot = pall,base_width = 8, base_height = 8, dpi = 300 ,units = "in",nrow=1,ncol=2)
```

```{r,eval=TRUE, echo=FALSE,fig.dim = c(15, 15)}
pall
```


And finally we use the homemade function to tag the pdf output 
```{r,eval=TRUE, echo=TRUE}
pdf_keywords(
  paste0("~/Google Drive/Cours/MOOC_Recherche_Reproductible/",MyVAR,"Test.pdf"),
  Keywords=":MOOC::TEST:"
)
```






  







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zv0foOs?obV#4iUT5p%G*sN-Q?$~LG?JeT^v>nnmgx*u0F%Lwf$Hq2X&j3b-S zOzfx(iZ!^_YJKQt?QJ|=Qtfl_g0Du^IhOsv`FxTD{$F`Ow*QuZ(Ns1whhvnoH#PeT z&;bINnAr8;7*(vi%>Fjv7&QPoOaK-D)2C3`!NK)Y$nt4I`R@#KhtJ;M#NywcC_smo zg;N|T#KFqKB+kwvB*xApF3!fn!X+%q#>@c}V-XeR2mH?}pMGS`>@8d^0nA)XfdBaY z&zT?c84h_7C6tiu^oJZ!lW5RH7iKPrAVdmiblHhURY_a_z>E|qCE^|=l$34)NMmZc zfXFN4@e-HABYin1F;QQ9REfD?;qcT5-}1HuVb22L36pw|9s%$)hIsYF(AGxquW|5y zYGFZ#gY=jD0ed2nM162M@ + + +# Document computationnels + +* Jupyter => Intégré au MOOC +* Rstudio => Syncrhoniser avec le gitlab +* OrgMode => Necessite emacs plus puissant, plus technique + +# Etudes discutées + +* Economie: politiques d'austérité s'appuyant sur des travaux non reproductibles cf sur [wiki](https://en.wikipedia.org/wiki/Growth_in_a_Time_of_Debt) +* IRM fonctionnelle: Bennett + * 40 000 études a refaire +* fausse structures de protéines dans des bactéries: code qui a été propagée dans plusieurs groupes ... avec des conséquences. + + +# Pourquoi est-ce difficile ? + +* Sources et données +* Choix ! + +Le cahier de labo peut nous aider + +* L'ordinateur sources d'erreur. +* Manque de rigueur et d'organisation + +# Doc computationnel +* l'article est la partie immergée de l'iceberg +* Doc Comp permet de voir l'autre partie de l'iceberg ! Verfi les calculs, reutiliser les travaux et corriger. + +* On est encouragé a écrire des petits morceaux de code et expliquer les liaisons entre code entre toutes les zones. + +* Jupyter et rmarkdown parfois problématique du point de vu du rendu pour avoir exactrement ce que l'on souhaite (en pdf par exemple) (mais faisable) +* Org mode lit direct le latex donc permets de faire ce que l'on veut. + + +## Rstudio +* Partage de doc: **Knit** et publish permet de l'envoyer sur les serveurs pou être accéder par les autres en html. + +## Prise en main de l'outil Rstudio: + +* Problème de connexion ssh: Rstudio fait la liaison tout seul à parti du moment ou la clefs ssh se trouve ur mon profil gitlab. +Problème au moment d'appliquer la commande + +`ssh -T git@app-learninglab.inria.fr` + +Le port n'étant pas le port ssh par défaut (22), il fallait en faite taper: +`ssh -T git@app-learninglab.inria.fr -p 9418` + +## Travailler à plusieurs + +* Rpubs outil idéal pour partager rapidement mais pas pérenne +* Gitlab/Github => Prendre en compte le fait que tout (commentaires aux reviewers etc...) sera public. +* Site compagnion *Runmycode*, Editeurs.... +* Archive ouvertes: *HAL*, *Figshare/zenodo* + + +## Comparaison des outils: + +* Pour les cours ou tuto: Jupyter +* Journal de bord: orgmode: organisation chronologique + tags intensif !!! +* Cahier de labo => Idem mais orga sémantique avec des sections: analyses, scripts .... puis orga chonologique. + +* Article reproductible: orgmode + +* Navigation limitée avec jupyter et rstudio/knitr mais puissante avec orgmode +* Article faisable en Rstudio et orgmode mais plus compliqué en Jupyter + +# Exemple de structure: + +# Intro +# Results / biblio +# Devlopment, méthodo +# Biblio +# Journal +# conclu + +# +## week 1 +## week 2 +### work done +### questions +### work planned + + + + + +* some idead of packages + * [learnR](https://cran.r-project.org/web/packages/learnr/index.html) => To create tutorial with executable code (as in Jupyter) + * [flexdashboard](https://rmarkdown.rstudio.com/flexdashboard/) to create interactive dashboards + * [rticles](https://github.com/rstudio/rticles) for templates of articles as pdf + *[rmdformats](https://github.com/juba/rmdformats) for templates html with toc. + +A test was recorded in the file Test.preprint with tyhe preprint template. +A test of rmd was also done and recroded as Htmltemplatedowncute.rmd + + + + + + + + + + + diff --git a/journal/Notes_module2.html b/journal/Notes_module2.html new file mode 100644 index 0000000..df4d00e --- /dev/null +++ b/journal/Notes_module2.html @@ -0,0 +1,340 @@ + + + + + + + + + + + + + + +Notes_module2 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

+ + + + + + + + + + + + +
+

Document computationnels

+
    +
  • Jupyter => Intégré au MOOC
  • +
  • Rstudio => Syncrhoniser avec le gitlab
  • +
  • OrgMode => Necessite emacs plus puissant, plus technique
  • +
+
+
+

Etudes discutées

+
+
+
+

Pourquoi est-ce difficile ?

+
    +
  • Sources et données
  • +
  • Choix !
  • +
+

Le cahier de labo peut nous aider

+
    +
  • L’ordinateur sources d’erreur.
  • +
  • Manque de rigueur et d’organisation
  • +
+
+
+

Doc computationnel

+
    +
  • l’article est la partie immergée de l’iceberg

  • +
  • Doc Comp permet de voir l’autre partie de l’iceberg ! Verfi les calculs, reutiliser les travaux et corriger.

  • +
  • On est encouragé a écrire des petits morceaux de code et expliquer les liaisons entre code entre toutes les zones.

  • +
  • Jupyter et rmarkdown parfois problématique du point de vu du rendu pour avoir exactrement ce que l’on souhaite (en pdf par exemple) (mais faisable)

  • +
  • Org mode lit direct le latex donc permets de faire ce que l’on veut.

  • +
+
+

Rstudio

+
    +
  • Partage de doc: Knit et publish permet de l’envoyer sur les serveurs pou être accéder par les autres en html.
  • +
+
+
+

Prise en main de l’outil Rstudio:

+
    +
  • Problème de connexion ssh: Rstudio fait la liaison tout seul à parti du moment ou la clefs ssh se trouve ur mon profil gitlab. Problème au moment d’appliquer la commande
  • +
+

ssh -T git@app-learninglab.inria.fr

+

Le port n’étant pas le port ssh par défaut (22), il fallait en faite taper: ssh -T git@app-learninglab.inria.fr -p 9418

+
+
+

Travailler à plusieurs

+
    +
  • Rpubs outil idéal pour partager rapidement mais pas pérenne
  • +
  • Gitlab/Github => Prendre en compte le fait que tout (commentaires aux reviewers etc…) sera public.
  • +
  • Site compagnion Runmycode, Editeurs….
  • +
  • Archive ouvertes: HAL, Figshare/zenodo
  • +
+
+
+

Comparaison des outils:

+
    +
  • Pour les cours ou tuto: Jupyter

  • +
  • Journal de bord: orgmode: organisation chronologique + tags intensif !!!

  • +
  • Cahier de labo => Idem mais orga sémantique avec des sections: analyses, scripts …. puis orga chonologique.

  • +
  • Article reproductible: orgmode

  • +
  • Navigation limitée avec jupyter et rstudio/knitr mais puissante avec orgmode

  • +
  • Article faisable en Rstudio et orgmode mais plus compliqué en Jupyter

  • +
+
+
+
+

Exemple de structure:

+
+
+

Intro

+
+
+

Results / biblio

+
+
+

Devlopment, méthodo

+
+
+

Biblio

+
+
+

Journal

+
+
+

conclu

+
+
+

+
+

week 1

+
+
+

week 2

+
+

work done

+
+
+

questions

+
+
+

work planned

+
+
+
+ + + + +
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Hippocampus + thanks: Use footnote for providing further information about author (webpage, alternative address)---*not* for acknowledging funding agencies. Optional. + department: Department of Computer Science + affiliation: Cranberry-Lemon University + location: Pittsburgh, PA 15213 + email: hippo@cs.cranberry-lemon.edu + - name: Elias D. Striatum + department: Department of Electrical Engineering + affiliation: Mount-Sheikh University + location: Santa Narimana, Levand + email: stariate@ee.mount-sheikh.edu +abstract: | + Enter the text of your abstract here. +keywords: + - blah + - blee + - bloo + - these are optional and can be removed +bibliography: references.bib +biblio-style: unsrt +output: + rticles::arxiv_article: + keep_tex: true +--- + +# Introduction + +\lipsum[2] +\lipsum[3] + +# Headings: first level +\label{sec:headings} + +\lipsum[4] See Section \ref{sec:headings}. + +## Headings: second level +\lipsum[5] + +$$ +\xi _{ij}(t)=P(x_{t}=i,x_{t+1}=j|y,v,w;\theta)= {\frac {\alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}{\sum _{i=1}^{N} \sum _{j=1}^{N} \alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}} +$$ + +### Headings: third level +\lipsum[6] + +\paragraph{Paragraph} +\lipsum[7] + +# Examples of citations, figures, tables, references +\label{sec:others} + +\lipsum[8] some text [@kour2014real; @kour2014fast] and see @hadash2018estimate. + +The documentation for \verb+natbib+ may be found at +\begin{center} + \url{http://mirrors.ctan.org/macros/latex/contrib/natbib/natnotes.pdf} +\end{center} +Of note is the command \verb+\citet+, which produces citations +appropriate for use in inline text. For example, + +\begin{verbatim} + \citet{hasselmo} investigated\dots +\end{verbatim} + +produces + +\begin{quote} + Hasselmo, et al.\ (1995) investigated\dots +\end{quote} + +\begin{center} + \url{https://www.ctan.org/pkg/booktabs} +\end{center} + + +## Figures + +\lipsum[10] +See Figure \ref{fig:fig1}. Here is how you add footnotes. [^Sample of the first footnote.] + +\lipsum[11] + +\begin{figure} + \centering + \fbox{\rule[-.5cm]{4cm}{4cm} \rule[-.5cm]{4cm}{0cm}} + \caption{Sample figure caption.} + \label{fig:fig1} +\end{figure} + +```{r} +plot(mtcars$mpg) +``` + + +## Tables + +\lipsum[12] + +See awesome Table~\ref{tab:table}. + +\begin{table} + \caption{Sample table title} + \centering + \begin{tabular}{lll} + \toprule + \multicolumn{2}{c}{Part} \\ + \cmidrule(r){1-2} + Name & Description & Size ($\mu$m) \\ + \midrule + Dendrite & Input terminal & $\sim$100 \\ + Axon & Output terminal & $\sim$10 \\ + Soma & Cell body & up to $10^6$ \\ + \bottomrule + \end{tabular} + \label{tab:table} +\end{table} + +## Lists + +- Lorem ipsum dolor sit amet +- consectetur adipiscing elit. +- Aliquam dignissim blandit est, in dictum tortor gravida eget. 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+\usepackage[utf8]{inputenc} % allow utf-8 input +\usepackage[T1]{fontenc} % use 8-bit T1 fonts +\usepackage{lmodern} % https://github.com/rstudio/rticles/issues/343 +\usepackage{hyperref} % hyperlinks +\usepackage{url} % simple URL typesetting +\usepackage{booktabs} % professional-quality tables +\usepackage{amsfonts} % blackboard math symbols +\usepackage{nicefrac} % compact symbols for 1/2, etc. +\usepackage{microtype} % microtypography +\usepackage{lipsum} +\usepackage{graphicx} + +\title{A template for the \emph{arxiv} style} + +\author{ + David S. Hippocampus + \thanks{Use footnote for providing further information about author +(webpage, alternative address)---\emph{not} for acknowledging funding +agencies. Optional.} + \\ + Department of Computer Science \\ + Cranberry-Lemon University \\ + Pittsburgh, PA 15213 \\ + \texttt{\href{mailto:hippo@cs.cranberry-lemon.edu}{\nolinkurl{hippo@cs.cranberry-lemon.edu}}} \\ + \And + Elias D. Striatum + \\ + Department of Electrical Engineering \\ + Mount-Sheikh University \\ + Santa Narimana, Levand \\ + \texttt{\href{mailto:stariate@ee.mount-sheikh.edu}{\nolinkurl{stariate@ee.mount-sheikh.edu}}} \\ + } + +\usepackage{color} +\usepackage{fancyvrb} +\newcommand{\VerbBar}{|} +\newcommand{\VERB}{\Verb[commandchars=\\\{\}]} +\DefineVerbatimEnvironment{Highlighting}{Verbatim}{commandchars=\\\{\}} +% Add ',fontsize=\small' for more characters per line +\usepackage{framed} +\definecolor{shadecolor}{RGB}{248,248,248} +\newenvironment{Shaded}{\begin{snugshade}}{\end{snugshade}} +\newcommand{\AlertTok}[1]{\textcolor[rgb]{0.94,0.16,0.16}{#1}} +\newcommand{\AnnotationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\AttributeTok}[1]{\textcolor[rgb]{0.77,0.63,0.00}{#1}} +\newcommand{\BaseNTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\BuiltInTok}[1]{#1} +\newcommand{\CharTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\CommentTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textit{#1}}} +\newcommand{\CommentVarTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\ConstantTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\ControlFlowTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{\textbf{#1}}} +\newcommand{\DataTypeTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{#1}} +\newcommand{\DecValTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\DocumentationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\ErrorTok}[1]{\textcolor[rgb]{0.64,0.00,0.00}{\textbf{#1}}} +\newcommand{\ExtensionTok}[1]{#1} +\newcommand{\FloatTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\FunctionTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\ImportTok}[1]{#1} +\newcommand{\InformationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\KeywordTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{\textbf{#1}}} +\newcommand{\NormalTok}[1]{#1} +\newcommand{\OperatorTok}[1]{\textcolor[rgb]{0.81,0.36,0.00}{\textbf{#1}}} +\newcommand{\OtherTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{#1}} +\newcommand{\PreprocessorTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textit{#1}}} +\newcommand{\RegionMarkerTok}[1]{#1} +\newcommand{\SpecialCharTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\SpecialStringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\StringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\VariableTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\VerbatimStringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\WarningTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} + +% Pandoc citation processing +\newlength{\csllabelwidth} +\setlength{\csllabelwidth}{3em} +\newlength{\cslhangindent} +\setlength{\cslhangindent}{1.5em} +% for Pandoc 2.8 to 2.10.1 +\newenvironment{cslreferences}% + {}% + {\par} +% For Pandoc 2.11+ +\newenvironment{CSLReferences}[3] % #1 hanging-ident, #2 entry spacing + {% don't indent paragraphs + \setlength{\parindent}{0pt} + % turn on hanging indent if param 1 is 1 + \ifodd #1 \everypar{\setlength{\hangindent}{\cslhangindent}}\ignorespaces\fi + % set entry spacing + \ifnum #2 > 0 + \setlength{\parskip}{#2\baselineskip} + \fi + }% + {} +\usepackage{calc} % for calculating minipage widths +\newcommand{\CSLBlock}[1]{#1\hfill\break} +\newcommand{\CSLLeftMargin}[1]{\parbox[t]{\csllabelwidth}{#1}} +\newcommand{\CSLRightInline}[1]{\parbox[t]{\linewidth - \csllabelwidth}{#1}} +\newcommand{\CSLIndent}[1]{\hspace{\cslhangindent}#1} + + + +\begin{document} +\maketitle + +\def\tightlist{} + + +\begin{abstract} +Enter the text of your abstract here. +\end{abstract} + +\keywords{ + blah + \and + blee + \and + bloo + \and + these are optional and can be removed + } + +\hypertarget{introduction}{% +\section{Introduction}\label{introduction}} + +\lipsum[2] +\lipsum[3] + +\hypertarget{headings-first-level}{% +\section{Headings: first level}\label{headings-first-level}} + +\label{sec:headings} + +\lipsum[4] See Section \ref{sec:headings}. + +\hypertarget{headings-second-level}{% +\subsection{Headings: second level}\label{headings-second-level}} + +\lipsum[5] + +\[ +\xi _{ij}(t)=P(x_{t}=i,x_{t+1}=j|y,v,w;\theta)= {\frac {\alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}{\sum _{i=1}^{N} \sum _{j=1}^{N} \alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}} +\] + +\hypertarget{headings-third-level}{% +\subsubsection{Headings: third level}\label{headings-third-level}} + +\lipsum[6] + +\paragraph{Paragraph} +\lipsum[7] + +\hypertarget{examples-of-citations-figures-tables-references}{% +\section{Examples of citations, figures, tables, +references}\label{examples-of-citations-figures-tables-references}} + +\label{sec:others} + +\lipsum[8] some text (Kour and Saabne 2014b, 2014a) and see Hadash et +al. (2018). + +The documentation for \verb+natbib+ may be found at + +\begin{center} + \url{http://mirrors.ctan.org/macros/latex/contrib/natbib/natnotes.pdf} +\end{center} + +Of note is the command \verb+\citet+, which produces citations +appropriate for use in inline text. For example, + +\begin{verbatim} + \citet{hasselmo} investigated\dots +\end{verbatim} + +produces + +\begin{quote} + Hasselmo, et al.\ (1995) investigated\dots +\end{quote} + +\begin{center} + \url{https://www.ctan.org/pkg/booktabs} +\end{center} + +\hypertarget{figures}{% +\subsection{Figures}\label{figures}} + +\lipsum[10] See Figure \ref{fig:fig1}. Here is how you add footnotes. +{[}\^{}Sample of the first footnote.{]} + +\lipsum[11] + +\begin{figure} + \centering + \fbox{\rule[-.5cm]{4cm}{4cm} \rule[-.5cm]{4cm}{0cm}} + \caption{Sample figure caption.} + \label{fig:fig1} +\end{figure} + +\begin{Shaded} +\begin{Highlighting}[] +\FunctionTok{plot}\NormalTok{(mtcars}\SpecialCharTok{$}\NormalTok{mpg)} +\end{Highlighting} +\end{Shaded} + +\includegraphics{Test_files/figure-latex/unnamed-chunk-1-1.pdf} + +\hypertarget{tables}{% +\subsection{Tables}\label{tables}} + +\lipsum[12] + +See awesome Table\textasciitilde{}\ref{tab:table}. + +\begin{table} + \caption{Sample table title} + \centering + \begin{tabular}{lll} + \toprule + \multicolumn{2}{c}{Part} \\ + \cmidrule(r){1-2} + Name & Description & Size ($\mu$m) \\ + \midrule + Dendrite & Input terminal & $\sim$100 \\ + Axon & Output terminal & $\sim$10 \\ + Soma & Cell body & up to $10^6$ \\ + \bottomrule + \end{tabular} + \label{tab:table} +\end{table} + +\hypertarget{lists}{% +\subsection{Lists}\label{lists}} + +\begin{itemize} +\tightlist +\item + Lorem ipsum dolor sit amet +\item + consectetur adipiscing elit. +\item + Aliquam dignissim blandit est, in dictum tortor gravida eget. In ac + rutrum magna. +\end{itemize} + +\hypertarget{refs}{} +\begin{CSLReferences}{1}{0} +\leavevmode\hypertarget{ref-hadash2018estimate}{}% +Hadash, Guy, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, and +Alon Jacovi. 2018. {``Estimate and Replace: A Novel Approach to +Integrating Deep Neural Networks with Existing Applications.''} +\emph{arXiv Preprint arXiv:1804.09028}. + +\leavevmode\hypertarget{ref-kour2014fast}{}% +Kour, George, and Raid Saabne. 2014a. {``Fast Classification of +Handwritten on-Line Arabic Characters.''} In \emph{Soft Computing and +Pattern Recognition (SoCPaR), 2014 6th International Conference of}, +312--18. IEEE. + +\leavevmode\hypertarget{ref-kour2014real}{}% +---------. 2014b. {``Real-Time Segmentation of on-Line Handwritten +Arabic Script.''} In \emph{Frontiers in Handwriting Recognition (ICFHR), +2014 14th International Conference on}, 417--22. IEEE. + +\end{CSLReferences} + +\bibliographystyle{unsrt} +\bibliography{references.bib} + + +\end{document} diff --git a/journal/Test/Test_files/figure-latex/unnamed-chunk-1-1.pdf b/journal/Test/Test_files/figure-latex/unnamed-chunk-1-1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6fad38986fe17018d7c6d821f2e4b3523ca1948c GIT binary patch literal 6363 zcmZ{pcU+U%^6)8wf(u9&0SQPINC>?vy(3LRhY$ipAi*T`CPR1w^DtFA7SN zj`X4+y-E{^=r6%_@7}xb`~3IJnK^ULobvh393BHzbzv}2oRTMaA$T!(Ab7+IO$i2w z08sY#DCOlTK`LlC6pKJ1RiRiofL~QsR74akA|?g~ONon0hzL-E^iU4}-!>Bj))jAM z1kgZ3-JKCI4B(Cj*4+b(H#0z^96VrfG@(@-C;}A6%g%kF2qFPWMMX+D(t$7v(Z5Fn z0Gar>!vP=_C>H99asq%1piXcMKn$;71o)4E)V~Y}dIW7W9Etr)9i)OnV)4Hifb_XJ z$Ow)>d7xqV{>1;MKZ3&VaOlF3PFQDvsJN&&0Hls^#o}iGQg_7%M->i3Ilu|y#$fR= zbEEW5FEH0DXRoE2owo%?12@%@hsHlRr)3M@%O?oz%9=i)81Q<>>G zJUP-Qx0PWZ*PdroU%a_?O@H@Zv5nwaY0<`|jntz@c~=gKiKrHC$J_7)yw7KJjkK%} z`N5CqvO59zNS(f1E&kK3+NAQ5M#GWY0rn4O@j+?hmbbnIviBK2lu{Ms=I31i7D+Zg 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zIEP$DG#$V0*L!W|^(D3vR@RqcKd9TMyD+{!HH~3p)8iTh-umfDJxSaamPwVSx}5e-;s?5k6BpP_>7!Ys9|pWSbwsrds@7LaYhVI z8#vQ>VU|)y8pF@t9^LllyLfN11`?N86BpSrZw(NIPQQO33H!P4-LT4hV$m5mAiH;W z>Ph!~uLodB(_{4c)A6{ZyiQ5>pT=i>OOtNR=yM)!8d3gBu=z>JS>|s_Y5(pn3*b)h}1#ot@1%a)dEL?#Y*8=K-4RxWmPEZ%Pl|2j%0;6p0 zEddeS0_ucBfWXh3VAvahkrq%WK-*6OwzLIQIompez+4C<$`WP;0z3UO5(K=jCIHrQd4~Gc ze*h~4atu`qIA9Wx9sKgkpZ6%h>|J3fTc`!6G}7LZ1pM1MAgo*e*`xsN1hXQ+W+o)u ze}6y%{QSK9AS=+{G9I861NH+#{4IkB0NK!g$#@_Ff1)) +``` + +## Avec un argument “fréquentiel” de surface +Sinon, une méthode plus simple à comprendre et ne faisant pas intervenir d’appel à la fonction sinus se base sur le fait que si $X∼U(0,1)$ et $Y∼U(0,1)$ alors $P[X^2+Y^2≤1]=π/4$ ([voir méthode de Monte Carlo sur Wikipedia](https://fr.wikipedia.org/wiki/M%C3%A9thode_de_Monte-Carlo#D%C3%A9termination_de_la_valeur_de_%CF%80). Le code suivant illustre ce fait: + +```{r, echo=TRUE} +set.seed(42) +N = 1000 +df = data.frame(X = runif(N), Y = runif(N)) +df$Accept = (df$X**2 + df$Y**2 <=1) +library(ggplot2) +ggplot(df, aes(x=X,y=Y,color=Accept)) + geom_point(alpha=.2) + coord_fixed() + theme_bw() +``` + +Il est alors aisé d’obtenir une approximation (pas terrible) de $pi$ en comptant combien de fois, en moyenne, $X2+Y2$ est inférieur à 1: + +```{r} +4*mean(df$Accept) +``` + diff --git a/module2/exo1/Mytoy_document_fr.html b/module2/exo1/Mytoy_document_fr.html new file mode 100644 index 0000000..c740c71 --- /dev/null +++ b/module2/exo1/Mytoy_document_fr.html @@ -0,0 +1,251 @@ + + + + + + + + + + + + + + +À propos du calcul de pi + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

+ + + + + + + +
+

En demandant à la lib maths

+

Mon ordinateur m’indique que \(pi\) vaut approximativement

+
pi
+
## [1] 3.141593
+
+
+

En utilisant la méthode des aiguilles de Buffon

+

Mais calculé avec la méthode des aiguilles de Buffon, on obtiendrait comme approximation :

+
set.seed(42)
+N = 100000
+x = runif(N)
+theta = pi/2*runif(N)
+2/(mean(x+sin(theta)>1))
+
## [1] 3.14327
+
+
+

Avec un argument “fréquentiel” de surface

+

Sinon, une méthode plus simple à comprendre et ne faisant pas intervenir d’appel à la fonction sinus se base sur le fait que si \(X∼U(0,1)\) et \(Y∼U(0,1)\) alors \(P[X^2+Y^2≤1]=π/4\) (voir méthode de Monte Carlo sur Wikipedia. Le code suivant illustre ce fait:

+
set.seed(42)
+N = 1000
+df = data.frame(X = runif(N), Y = runif(N))
+df$Accept = (df$X**2 + df$Y**2 <=1)
+library(ggplot2)
+ggplot(df, aes(x=X,y=Y,color=Accept)) + geom_point(alpha=.2) + coord_fixed() + theme_bw()
+

+

Il est alors aisé d’obtenir une approximation (pas terrible) de \(pi\) en comptant combien de fois, en moyenne, \(X2+Y2\) est inférieur à 1:

+
4*mean(df$Accept)
+
## [1] 3.156
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/module2/exo2/exercice_fr.Rmd b/module2/exo2/exercice_fr.Rmd index 7eece5e..4860814 100644 --- a/module2/exo2/exercice_fr.Rmd +++ b/module2/exo2/exercice_fr.Rmd @@ -1,7 +1,7 @@ --- -title: "Votre titre" -author: "Votre nom" -date: "La date du jour" +title: "Exos 2 3 4" +author: "A.Changenet" +date: "31.03.2021" output: html_document --- @@ -10,24 +10,15 @@ output: html_document knitr::opts_chunk$set(echo = TRUE) ``` -## Quelques explications +Exo 2,3,4 réunis ! -Ceci est un document R markdown que vous pouvez aisément exporter au format HTML, PDF, et MS Word. Pour plus de détails sur R Markdown consultez . +```{r} +A <- c(14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0) -Lorsque vous cliquerez sur le bouton **Knit** ce document sera compilé afin de ré-exécuter le code R et d'inclure les résultats dans un document final. Comme nous vous l'avons montré dans la vidéo, on inclue du code R de la façon suivante: - -```{r cars} -summary(cars) +summary(A) +sd(A) +plot(A,type = "lines") +hist(A) ``` -Et on peut aussi aisément inclure des figures. Par exemple: - -```{r pressure, echo=FALSE} -plot(pressure) -``` - -Vous remarquerez le paramètre `echo = FALSE` qui indique que le code ne doit pas apparaître dans la version finale du document. Nous vous recommandons dans le cadre de ce MOOC de ne pas utiliser ce paramètre car l'objectif est que vos analyses de données soient parfaitement transparentes pour être reproductibles. - -Comme les résultats ne sont pas stockés dans les fichiers Rmd, pour faciliter la relecture de vos analyses par d'autres personnes, vous aurez donc intérêt à générer un HTML ou un PDF et à le commiter. -Maintenant, à vous de jouer! Vous pouvez effacer toutes ces informations et les remplacer par votre document computationnel. diff --git a/module2/exo5/exo5_fr.Rmd b/module2/exo5/exo5_fr.Rmd index 479d782..ee340d1 100644 --- a/module2/exo5/exo5_fr.Rmd +++ b/module2/exo5/exo5_fr.Rmd @@ -42,7 +42,7 @@ dysfonctionnements, nous nous concentrons sur les expériences où au moins un joint a été défectueux. ```{r} -data = data[data$Malfunction>0,] +#data = data[data$Malfunction>0,] data ``` diff --git a/module2/exo5/exo5_fr.html b/module2/exo5/exo5_fr.html new file mode 100644 index 0000000..82969fa --- /dev/null +++ b/module2/exo5/exo5_fr.html @@ -0,0 +1,318 @@ + + + + + + + + + + + + + + +Analyse du risque de défaillance des joints toriques de la navette Challenger + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +

Le 27 Janvier 1986, veille du décollage de la navette Challenger, eu lieu une télé-conférence de trois heures entre les ingénieurs de la Morton Thiokol (constructeur d’un des moteurs) et de la NASA. La discussion portait principalement sur les conséquences de la température prévue au moment du décollage de 31°F (juste en dessous de 0°C) sur le succès du vol et en particulier sur la performance des joints toriques utilisés dans les moteurs. En effet, aucun test n’avait été effectué à cette température.

+

L’étude qui suit reprend donc une partie des analyses effectuées cette nuit là et dont l’objectif était d’évaluer l’influence potentielle de la température et de la pression à laquelle sont soumis les joints toriques sur leur probabilité de dysfonctionnement. Pour cela, nous disposons des résultats des expériences réalisées par les ingénieurs de la NASA durant les 6 années précédant le lancement de la navette Challenger.

+
+

Chargement des données

+

Nous commençons donc par charger ces données:

+
data = read.csv("shuttle.csv",header=T)
+data
+
##        Date Count Temperature Pressure Malfunction
+## 1   4/12/81     6          66       50           0
+## 2  11/12/81     6          70       50           1
+## 3   3/22/82     6          69       50           0
+## 4  11/11/82     6          68       50           0
+## 5   4/04/83     6          67       50           0
+## 6   6/18/82     6          72       50           0
+## 7   8/30/83     6          73      100           0
+## 8  11/28/83     6          70      100           0
+## 9   2/03/84     6          57      200           1
+## 10  4/06/84     6          63      200           1
+## 11  8/30/84     6          70      200           1
+## 12 10/05/84     6          78      200           0
+## 13 11/08/84     6          67      200           0
+## 14  1/24/85     6          53      200           2
+## 15  4/12/85     6          67      200           0
+## 16  4/29/85     6          75      200           0
+## 17  6/17/85     6          70      200           0
+## 18  7/29/85     6          81      200           0
+## 19  8/27/85     6          76      200           0
+## 20 10/03/85     6          79      200           0
+## 21 10/30/85     6          75      200           2
+## 22 11/26/85     6          76      200           0
+## 23  1/12/86     6          58      200           1
+

Le jeu de données nous indique la date de l’essai, le nombre de joints toriques mesurés (il y en a 6 sur le lançeur principal), la température (en Farenheit) et la pression (en psi), et enfin le nombre de dysfonctionnements relevés.

+
+
+

Inspection graphique des données

+

Les vols où aucun incident n’est relevé n’apportant aucun information sur l’influence de la température ou de la pression sur les dysfonctionnements, nous nous concentrons sur les expériences où au moins un joint a été défectueux.

+
data = data[data$Malfunction>0,]
+data
+
##        Date Count Temperature Pressure Malfunction
+## 2  11/12/81     6          70       50           1
+## 9   2/03/84     6          57      200           1
+## 10  4/06/84     6          63      200           1
+## 11  8/30/84     6          70      200           1
+## 14  1/24/85     6          53      200           2
+## 21 10/30/85     6          75      200           2
+## 23  1/12/86     6          58      200           1
+

Très bien, nous avons une variabilité de température importante mais la pression est quasiment toujours égale à 200, ce qui devrait simplifier l’analyse.

+

Comment la fréquence d’échecs varie-t-elle avec la température ?

+
plot(data=data, Malfunction/Count ~ Temperature, ylim=c(0,1))
+

+

À première vue, ce n’est pas flagrant mais bon, essayons quand même d’estimer l’impact de la température \(t\) sur la probabilité de dysfonctionnements d’un joint.

+
+
+

Estimation de l’influence de la température

+

Supposons que chacun des 6 joints toriques est endommagé avec la même probabilité et indépendamment des autres et que cette probabilité ne dépend que de la température. Si on note \(p(t)\) cette probabilité, le nombre de joints \(D\) dysfonctionnant lorsque l’on effectue le vol à température \(t\) suit une loi binomiale de paramètre \(n=6\) et \(p=p(t)\). Pour relier \(p(t)\) à \(t\), on va donc effectuer une régression logistique.

+
logistic_reg = glm(data=data, Malfunction/Count ~ Temperature, weights=Count, 
+                   family=binomial(link='logit'))
+summary(logistic_reg)
+
## 
+## Call:
+## glm(formula = Malfunction/Count ~ Temperature, family = binomial(link = "logit"), 
+##     data = data, weights = Count)
+## 
+## Deviance Residuals: 
+##       2        9       10       11       14       21       23  
+## -0.3015  -0.2836  -0.2919  -0.3015   0.6891   0.6560  -0.2850  
+## 
+## Coefficients:
+##              Estimate Std. Error z value Pr(>|z|)
+## (Intercept) -1.389528   3.195752  -0.435    0.664
+## Temperature  0.001416   0.049773   0.028    0.977
+## 
+## (Dispersion parameter for binomial family taken to be 1)
+## 
+##     Null deviance: 1.3347  on 6  degrees of freedom
+## Residual deviance: 1.3339  on 5  degrees of freedom
+## AIC: 18.894
+## 
+## Number of Fisher Scoring iterations: 4
+

L’estimateur le plus probable du paramètre de température est 0.001416 et l’erreur standard de cet estimateur est de 0.049, autrement dit on ne peut pas distinguer d’impact particulier et il faut prendre nos estimations avec des pincettes.

+
+
+

Estimation de la probabilité de dysfonctionnant des joints toriques

+

La température prévue le jour du décollage est de 31°F. Essayons d’estimer la probabilité de dysfonctionnement des joints toriques à cette température à partir du modèle que nous venons de construire:

+
# shuttle=shuttle[shuttle$r!=0,] 
+tempv = seq(from=30, to=90, by = .5)
+rmv <- predict(logistic_reg,list(Temperature=tempv),type="response")
+plot(tempv,rmv,type="l",ylim=c(0,1))
+points(data=data, Malfunction/Count ~ Temperature)
+

+

Comme on pouvait s’attendre au vu des données initiales, la température n’a pas d’impact notable sur la probabilité d’échec des joints toriques. Elle sera d’environ 0.2, comme dans les essais précédents où nous il y a eu défaillance d’au moins un joint. Revenons à l’ensemble des données initiales pour estimer la probabilité de défaillance d’un joint:

+
data_full = read.csv("shuttle.csv",header=T)
+sum(data_full$Malfunction)/sum(data_full$Count)
+
## [1] 0.06521739
+

Cette probabilité est donc d’environ \(p=0.065\), sachant qu’il existe un joint primaire un joint secondaire sur chacune des trois parties du lançeur, la probabilité de défaillance des deux joints d’un lançeur est de \(p^2 \approx 0.00425\). La probabilité de défaillance d’un des lançeur est donc de \(1-(1-p^2)^3 \approx 1.2%\). Ça serait vraiment pas de chance… Tout est sous contrôle, le décollage peut donc avoir lieu demain comme prévu.

+

Seulement, le lendemain, la navette Challenger explosera et emportera avec elle ses sept membres d’équipages. L’opinion publique est fortement touchée et lors de l’enquête qui suivra, la fiabilité des joints toriques sera directement mise en cause. Au delà des problèmes de communication interne à la NASA qui sont pour beaucoup dans ce fiasco, l’analyse précédente comporte (au moins) un petit problème… Saurez-vous le trouver ? Vous êtes libre de modifier cette analyse et de regarder ce jeu de données sous tous les angles afin d’expliquer ce qui ne va pas.

+
+ + + + +
+ + + + + + + + + + + + + + + -- 2.18.1