From b58b65cf8616efa0ebdd83dea3421ccad6c6862f Mon Sep 17 00:00:00 2001 From: MigAP Date: Mon, 2 Nov 2020 17:11:57 +0100 Subject: [PATCH] analyse exo 5 --- journal/journal.org | 5 +- module2/exo5/exo5_python_fr.org | 69 +++++++++++++------------ module2/exo5/freq_temp_python.png | Bin 12556 -> 12973 bytes module2/exo5/proba_estimate_python.png | Bin 14660 -> 22409 bytes 4 files changed, 38 insertions(+), 36 deletions(-) diff --git a/journal/journal.org b/journal/journal.org index 00f51c5..d67deaa 100644 --- a/journal/journal.org +++ b/journal/journal.org @@ -1,5 +1,5 @@ #+title: Reproducible Research Notes/Journal -#+startup: inlineimages indent +#+startup: inlineimages indent overview * Module 2 ** 0. Introduction @@ -98,7 +98,6 @@ - Exemple de compte rendu d'activité. * Module 3 : La main à la pâte, une analyse réplicable - ** 1. Une analyse réplicable, c'est quoi ? - Dans le cas d'une analyse traditionnelle, on se focalise sur les résultats obtenus. On présente brièvement la méthodologie adoptée, qui a permis d'obtenir les résultats. Puis l'on fini avec une discussion sur les résultats. - En constraste, une analyse de donnés répblicable remplace la présentation de la méthodologie par la totatlité du code qui a permis d'obtenir ces résultats, accompagnée d'une explication sur les différents choix effectuées. @@ -116,3 +115,5 @@ - Il faut spécifier l'url de téléchargement dans le document computationel. Avec la "commande" =#+NAME:= on peut attribuer un nom à l'url et la passer dans le code par la suite. - Petit script qui permet de télécharger les données en utilisant l'url. - Les données doivent être directement traitées depuis la source sans intervention manuelle. + + diff --git a/module2/exo5/exo5_python_fr.org b/module2/exo5/exo5_python_fr.org index afff5e0..930d8b2 100644 --- a/module2/exo5/exo5_python_fr.org +++ b/module2/exo5/exo5_python_fr.org @@ -42,30 +42,30 @@ data #+RESULTS: #+begin_example - Date Count Temperature Pressure Malfunction -0 4/12/81 6 66 50 0 -1 11/12/81 6 70 50 1 -2 3/22/82 6 69 50 0 -3 11/11/82 6 68 50 0 -4 4/04/83 6 67 50 0 -5 6/18/82 6 72 50 0 -6 8/30/83 6 73 100 0 -7 11/28/83 6 70 100 0 -8 2/03/84 6 57 200 1 -9 4/06/84 6 63 200 1 -10 8/30/84 6 70 200 1 -11 10/05/84 6 78 200 0 -12 11/08/84 6 67 200 0 -13 1/24/85 6 53 200 2 -14 4/12/85 6 67 200 0 -15 4/29/85 6 75 200 0 -16 6/17/85 6 70 200 0 -17 7/29/85 6 81 200 0 -18 8/27/85 6 76 200 0 -19 10/03/85 6 79 200 0 -20 10/30/85 6 75 200 2 -21 11/26/85 6 76 200 0 -22 1/12/86 6 58 200 1 + Date Count Temperature Pressure Malfunction +0 4/12/81 6 66 50 0 +1 11/12/81 6 70 50 1 +2 3/22/82 6 69 50 0 +3 11/11/82 6 68 50 0 +4 4/04/83 6 67 50 0 +5 6/18/82 6 72 50 0 +6 8/30/83 6 73 100 0 +7 11/28/83 6 70 100 0 +8 2/03/84 6 57 200 1 +9 4/06/84 6 63 200 1 +10 8/30/84 6 70 200 1 +11 10/05/84 6 78 200 0 +12 11/08/84 6 67 200 0 +13 1/24/85 6 53 200 2 +14 4/12/85 6 67 200 0 +15 4/29/85 6 75 200 0 +16 6/17/85 6 70 200 0 +17 7/29/85 6 81 200 0 +18 8/27/85 6 76 200 0 +19 10/03/85 6 79 200 0 +20 10/30/85 6 75 200 2 +21 11/26/85 6 76 200 0 +22 1/12/86 6 58 200 1 #+end_example Le jeu de données nous indique la date de l'essai, le nombre de joints @@ -76,7 +76,7 @@ nombre de dysfonctionnements relevés. * Inspection graphique des données Les vols où aucun incident n'est relevé n'apportant aucune information sur l'influence de la température ou de la pression sur les -dysfonctionnements, nous nous concentrons sur les expériences où au +ysfonctionnements, nous nous concentrons sur les expériences où au moins un joint a été défectueux. #+begin_src python :results value :session *python* :exports both @@ -145,19 +145,20 @@ logmodel.summary() #+begin_example Generalized Linear Model Regression Results ============================================================================== -Dep. Variable: Frequency No. Observations: 7 -Model: GLM Df Residuals: 5 +Dep. Variable: Frequency No. Observations: 23 +Model: GLM Df Residuals: 21 Model Family: Binomial Df Model: 1 -Link Function: logit Scale: 1.0 -Method: IRLS Log-Likelihood: -3.6370 -Date: Fri, 20 Jul 2018 Deviance: 3.3763 -Time: 16:56:08 Pearson chi2: 0.236 -No. Iterations: 5 +Link Function: logit Scale: 1.0000 +Method: IRLS Log-Likelihood: -3.9210 +Date: Mon, 02 Nov 2020 Deviance: 3.0144 +Time: 17:03:20 Pearson chi2: 5.00 +No. Iterations: 6 +Covariance Type: nonrobust =============================================================================== coef std err z P>|z| [0.025 0.975] ------------------------------------------------------------------------------- -Intercept -1.3895 7.828 -0.178 0.859 -16.732 13.953 -Temperature 0.0014 0.122 0.012 0.991 -0.238 0.240 +Intercept 5.0850 7.477 0.680 0.496 -9.570 19.740 +Temperature -0.1156 0.115 -1.004 0.316 -0.341 0.110 =============================================================================== #+end_example diff --git 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