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Information sur le cours
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Jeu de données du cours 1
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Jeu de données du cours 2
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MODULE A1: INTRODUCTION AUX STATISTIQUES AVEC R ET STATAA1.1 Qu’est-ce que les Statistiques?
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A1.2.1a Introduction à Stata
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A1.2.2b: Introduction à R
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A1.2.2c: Introduction to SPSS
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A1.3: Statistiques Descriptives
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A1.4: Estimations et Intervalles de Confiance
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A1.5: Tests d’Hypothèses
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A1.6: Transformation de Variables
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Fin du Module A11 Quiz
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MODULE A2: CALCULS DE PUISSANCE STATISTIQUE & DE TAILLE D’ÉCHANTILLONA2.1 Concepts Clés
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A2.2 Calculs de puissance pour une différence de moyennes
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A2.3 Calculs de puissance pour une différence de proportions
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A2.4 Calcul de taille d’échantillon pour les essais randomisés (RCTs)
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A2.5 Calculs de taille d’échantillon pour les études transversales (ou sondages)
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A2.6 Calcul de taille d’échantillon pour un devis cas-contrôle
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Fin du Module A21 Quiz
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MODULE B1: RÉGRESSION LINÉAIREB1.1 Corrélation et Nuages de Points (scatterplots)
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B1.2 Différences Entre Moyennes (ANOVA à un facteur)
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B1.3 Régression Linéaire Univariée
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B1.4 Régression Linéaire Multivariée
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B1.5 Sélection de Modèles et Tests F
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B1.6 Diagnostics de Régression
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Fin du Module B11 Quiz
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MODULE B2: COMPARAISONS MULTIPLES & MESURES RÉPÉTÉESB2.1 ANOVA Approfondie— Tests Post-Hoc
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B2.2 Correction pour Comparaisons Multiples
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B2.3 ANOVA à deux facteurs (Two-way ANOVA)
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B2.4 Mesures Répétées et Test T Apparié
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B2.5 ANOVA pour Mesures Répétées
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Fin du Module B21 Quiz
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MODULE B3: MÉTHODES NON-PARAMETRICB3.1 Hypothèses des Tests Paramétriques
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B3.2 Test U de Mann-Whitney
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B3.3 Test de Kruskal-Wallis
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B3.4 Test des rangs signés de Wilcoxon
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B3.5 Test de Friedman
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B3.6 Corrélation des Rangs de Spearman
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Fin du Module B31 Quiz
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MODULE C1: DONNÉES BINAIRES & RÉGRESSION LOGISTIQUEC1.1 Introduction à la prévalence, au Risque, aux Cotes (Odds) et aux Taux
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C1.2 Le Test du Chi Carré & le Test de Tendance
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C1.3 Régression Logistique Univariée
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C1.4 Régression Logistique Multivariée
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Fin du Module C11 Quiz
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MODULE C2: DONNÉES DE SURVIEC2.1 Introduction aux Données de Survie
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C2.2 Fonction de Survie de Kaplan-Meier & Test du Log-Rank
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C2.3 Régression de Cox à Risque Proportionnel
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C2.4 Régression de Poisson
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Fin du Module C21 Quiz
The quiz below is designed to test your knowledge of the material covered in the module. Best of luck!
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Question 1 of 10
1. Question
A prospective cohort study was conducted in an Italian population with hypertension to examine whether uncontrolled blood pressure despite antihypertensive treatment is associated with higher risk of type 2 diabetes. The following Kaplan-Meier curve presents the cumulative hazard of incident diabetes in individuals with controlled and uncontrolled blood pressure.
Source: Izzo R et al. Insufficient control of blood pressure and incident diabetes. Diabetes Care 2009; 32(5): 845-850
Which of the following statements is true?
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Question 2 of 10
2. Question
Which one of the following statements is true for Cox regression:
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Question 3 of 10
3. Question
Which one of the following approaches is NOT appropriate to assess if the proportionality assumption is violated in a Cox regression model:
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Question 4 of 10
4. Question
Which one of the following approaches is appropriate to deal with the violation of the proportionality assumption in a Cox regression model:
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Question 5 of 10
5. Question
We design a cohort study to examine the effect of smoking behavior on all-cause mortality by fitting a crude Cox regression model. Which one of the following variables is NOT necessary to be available in the dataset:
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Question 6 of 10
6. Question
Which of the following is a disadvantage of the stratified Cox regression model?
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Question 7 of 10
7. Question
A prospective cohort study examined the association of serum urate with the risk of diabetes, finding a hazard ratio of 1.16 per 1 mg/dL increase in serum urate for diabetes risk. What is the hazard ratio for a 10 mg/dL increase in serum urate?
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Question 8 of 10
8. Question
Which one of the following statements about censoring is false?
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Question 9 of 10
9. Question
Based on a study of smoking’s effect on cardiovascular diseases in diabetics, which statement is FALSE?
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Question 10 of 10
10. Question
In a study on cannabis use and lung cancer risk, which statement is false?
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