Commit 526a5b45 authored by Arnaud Legrand's avatar Arnaud Legrand

Prepare a resource page for the slides

parent c0ec265e
ressources-md: ressources.md ressources_fr.md
include ../../Makefile.ressources
C028AL_slides_module2-en-gz.pdf: slides_module2.pdf
mv $< $@
......
---
TITLE: Computational Documents
---
Table of Contents<span class="tag" data-tag-name="TOC"></span>
==============================================================
- [M2-S0: Computational Documents](#m2-s0-computational-documents)
- [M2-S1: A few Recent Controversial Studies](#m2-s1-a-few-recent-controversial-studies)
- [Economy: Austerity in Fiscal Policy](#economy-austerity-in-fiscal-policy)
- [Functional MRI](#functional-mri)
- [Incorrect Protein Structures](#incorrect-protein-structures)
- [Other domains](#other-domains)
- [M2-S2: Why is This so Difficult?](#m2-s2-why-is-this-so-difficult)
- [Mistakes](#mistakes)
- [Going Public?](#going-public)
- [Tools to Avoid and Possible Alternatives](#tools-to-avoid-and-possible-alternatives)
- [M2-S3: Computational Documents: Principles](#m2-s3-computational-documents-principles)
- [M2-S5: Collaborating](#m2-s5-collaborating)
- [Preparing a Document for a Journal or a Conference](#preparing-a-document-for-a-journal-or-a-conference)
- [M2-S6: Comparative Study](#m2-s6-comparative-study)
- [See org-mode documents.](#see-org-mode-documents)
- [Bonus: expériences vécues](#bonus-expériences-vécues)
M2-S0: Computational Documents
==============================
M2-S1: A few Recent Controversial Studies
=========================================
Economy: Austerity in Fiscal Policy
-----------------------------------
- [Reinhart et Rogoff](https://en.wikipedia.org/wiki/Growth_in_a_Time_of_Debt): *Growth in a Time of Debt*
- Herndon, Ash et Pollin
- Wray: combining data across centuries, exchange rate regimes,
Functional MRI
--------------
- 2010: [Bennett et al. and the dead salmon](https://www.researchgate.net/publication/255651552_Neural_correlates_of_interspecies_perspective_taking_in_the_post-mortem_Atlantic_Salmon_an_argument_for_multiple_comparisons_correction)
- 2016: [Eklund, Nichols, and Knutsson](http://www.pnas.org/content/113/28/7900.abstract). [A bug in fmri software could invalidate 15 years of brain research](http://www.sciencealert.com/a-bug-in-fmri-software-could-invalidate-decades-of-brain-research-scientists-discover) (*40 000 articles*)
- 2016: But it's [more subtle than it looks like](https://www.cogneurosociety.org/debunking-the-myth-that-fmri-studies-are-invalid/). [Nichols](http://blogs.warwick.ac.uk/nichols/entry/bibliometrics_of_cluster/). *≈ 3 600 impacted studies*
Incorrect Protein Structures
----------------------------
[a "buggy software"](https://people.ligo-wa.caltech.edu/~michael.landry/calibration/S5/getsignright.pdf)
Other domains
-------------
- [Oncology](http://www.nature.com/nrd/journal/v10/n9/full/nrd3439-c1.html?foxtrotcallback=true): "*half of published studies, even in prestigious journals, can't be reproduced in industrial labs*"
- [Psychology](http://theconversation.com/we-found-only-one-third-of-published-psychology-research-is-reliable-now-what-46596): "*attempting to reproduce 100 previously published findings*, *only one-third of published psychology research was found to be reliable*"
M2-S2: Why is This so Difficult?
================================
Mistakes
--------
- [Computers broke science](http://theconversation.com/how-computers-broke-science-and-what-we-can-do-to-fix-it-49938)
- [Programming and data manipulation mistakes in Genomics](https://qz.com/768334/years-of-genomics-research-is-riddled-with-errors-thanks-to-a-bunch-of-botched-excel-spreadsheets/)
Going Public?
-------------
- Someone may [benefit from my hard work](http://www.nature.com/news/the-top-100-papers-1.16224)
Tools to Avoid and Possible Alternatives
----------------------------------------
M2-S3: Computational Documents: Principles
==========================================
M2-S5: Collaborating
====================
Preparing a Document for a Journal or a Conference
--------------------------------------------------
Requirements for producing a **pdf**:
- Internally, *pandoc*, *knitr* or *emacs/org-mode*
- *LaTeX* should be installed
- <http://blog.juliusschulz.de/blog/ultimate-ipython-notebook>
- <https://github.com/kirbs-/hide_code> is a must-have
- <http://svmiller.com/blog/2016/02/svm-r-markdown-manuscript/>
- <https://github.com/balouf/Kleinberg/blob/master/KleinbergsGridSimulator.ipynb>
M2-S6: Comparative Study
========================
See org-mode documents.
-----------------------
Bonus: expériences vécues
-------------------------
Éléments clés lors du choix:
- Simplicité de prise en main vs. vrai éditeur
- Où sont fait les calculs
- Multi-langage
- <http://carreau.github.io/posts/23-Cross-Language-Integration.html>
- Gestion des langages compilés
- Notions de caches et d'état
Les principaux outils actuels:
- jupyter
- rstudio
- org-mode
Limitations:
- Longs calculs
- Grands documents
- Solutions wysiwyg pour jupyter
Historique/diff un peu compliqué pour jupyter
# -*- mode: org -*-
#+TITLE: Computational Documents
#+DATE: June, 2018
#+STARTUP: overview indent
#+OPTIONS: num:nil toc:t
#+PROPERTY: header-args :eval never-export
* Table of Contents :TOC:
- [[#m2-s0-computational-documents][M2-S0: Computational Documents]]
- [[#m2-s1-a-few-recent-controversial-studies][M2-S1: A few Recent Controversial Studies]]
- [[#economy-austerity-in-fiscal-policy][Economy: Austerity in Fiscal Policy]]
- [[#functional-mri][Functional MRI]]
- [[#incorrect-protein-structures][Incorrect Protein Structures]]
- [[#other-domains][Other domains]]
- [[#m2-s2-why-is-this-so-difficult][M2-S2: Why is This so Difficult?]]
- [[#mistakes][Mistakes]]
- [[#going-public][Going Public?]]
- [[#tools-to-avoid-and-possible-alternatives][Tools to Avoid and Possible Alternatives]]
- [[#m2-s3-computational-documents-principles][M2-S3: Computational Documents: Principles]]
- [[#m2-s5-collaborating][M2-S5: Collaborating]]
- [[#preparing-a-document-for-a-journal-or-a-conference][Preparing a Document for a Journal or a Conference]]
- [[#m2-s6-comparative-study][M2-S6: Comparative Study]]
- [[#see-org-mode-documents][See org-mode documents.]]
- [[#bonus-expériences-vécues][Bonus: expériences vécues]]
* M2-S0: Computational Documents
* M2-S1: A few Recent Controversial Studies
** Economy: Austerity in Fiscal Policy
- [[https://en.wikipedia.org/wiki/Growth_in_a_Time_of_Debt][Reinhart et Rogoff]]: /Growth in a Time of Debt/
- Herndon, Ash et Pollin
- Wray: combining data across centuries, exchange rate regimes,
** Functional MRI
- 2010: [[https://www.researchgate.net/publication/255651552_Neural_correlates_of_interspecies_perspective_taking_in_the_post-mortem_Atlantic_Salmon_an_argument_for_multiple_comparisons_correction][Bennett et al. and the dead salmon]] $\smiley$
- 2016: [[http://www.pnas.org/content/113/28/7900.abstract][Eklund, Nichols, and Knutsson]]. [[http://www.sciencealert.com/a-bug-in-fmri-software-could-invalidate-decades-of-brain-research-scientists-discover][A bug in fmri software could
invalidate 15 years of brain research]] \newline (/40 000 articles/)
- 2016: But it's [[https://www.cogneurosociety.org/debunking-the-myth-that-fmri-studies-are-invalid/][more subtle than it looks like]]. [[http://blogs.warwick.ac.uk/nichols/entry/bibliometrics_of_cluster/][Nichols]].\newline /\approx 3 600
impacted studies/
** Incorrect Protein Structures
[[https://people.ligo-wa.caltech.edu/~michael.landry/calibration/S5/getsignright.pdf][a "buggy software"]]
** Other domains
- [[http://www.nature.com/nrd/journal/v10/n9/full/nrd3439-c1.html?foxtrotcallback=true][Oncology]]: "/half of published studies, even in prestigious journals,
can't be reproduced in industrial labs/"
- [[http://theconversation.com/we-found-only-one-third-of-published-psychology-research-is-reliable-now-what-46596][Psychology]]: "/attempting to reproduce 100 previously published
findings/, /only one-third of published psychology research was found
to be reliable/"
* M2-S2: Why is This so Difficult?
** Mistakes
- [[http://theconversation.com/how-computers-broke-science-and-what-we-can-do-to-fix-it-49938][Computers broke science]]
- [[https://qz.com/768334/years-of-genomics-research-is-riddled-with-errors-thanks-to-a-bunch-of-botched-excel-spreadsheets/][Programming and data manipulation mistakes in Genomics]]
** Going Public?
- Someone may [[http://www.nature.com/news/the-top-100-papers-1.16224][benefit from my hard work]]
** Tools to Avoid and Possible Alternatives
* M2-S3: Computational Documents: Principles
* M2-S5: Collaborating
** Preparing a Document for a Journal or a Conference
Requirements for producing a *pdf*:
- Internally, /pandoc/, /knitr/ or /emacs/org-mode/
- /LaTeX/ should be installed
- http://blog.juliusschulz.de/blog/ultimate-ipython-notebook
- https://github.com/kirbs-/hide_code is a must-have
- http://svmiller.com/blog/2016/02/svm-r-markdown-manuscript/
- https://github.com/balouf/Kleinberg/blob/master/KleinbergsGridSimulator.ipynb
* M2-S6: Comparative Study
** See org-mode documents.
** Bonus: expériences vécues
Éléments clés lors du choix:
- Simplicité de prise en main vs. vrai éditeur
- Où sont fait les calculs
- Multi-langage
- http://carreau.github.io/posts/23-Cross-Language-Integration.html
- Gestion des langages compilés
- Notions de caches et d'état
Les principaux outils actuels:
- jupyter
- rstudio
- org-mode
Limitations:
- Longs calculs
- Grands documents
- Solutions wysiwyg pour jupyter
Historique/diff un peu compliqué pour jupyter
---
TITLE: FIXME Computational Documents
---
Table des matières<span class="tag" data-tag-name="TOC"></span>
===============================================================
# -*- mode: org -*-
#+TITLE: FIXME Computational Documents
#+DATE: June, 2018
#+STARTUP: overview indent
#+OPTIONS: num:nil toc:t
#+PROPERTY: header-args :eval never-export
* Table des matières :TOC:
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