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Analyse des données : analyse de régression et tests
Advanced Level

Analyse des données : analyse de régression et tests

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Analyse des données : analyse de régression et tests

Découvrez le concept d'analyse de régression et les tests d'analyse de données dans ce cours en ligne gratuit sur Alison
L'analyse de régression est une technique statistique utilisée dans l'analyse des données pour estimer les relations entre une variable dépendante et une ou plusieurs variables indépendantes. Ce cours en... L'analyse de régression est une technique statistique utilisée dans l'analyse des données pour estimer les relations entre une variable dépendante et une ou plusieurs variables indépendantes. Ce cours en ligne gratuit explique les méthodes classiques utilisées pour les prévisions et les classifications en analyse de données. À la fin de ce cours, vous vous familiariserez avec la façon dont l'analyse de régression a fourni des informations détaillées pouvant être appliquées pour améliorer les produits et services.
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What You Will Learn In This Free Course

  • Describe confusion matrix and recei...
  • Explain the classification matrix ...
  • Describe how to select a threshold ...
  • Describe the area under the receive...
  • Describe confusion matrix and receiver operating characteristics curve 
  • Explain the classification matrix 
  • Describe how to select a threshold using receiver operating characteristics
  • Describe the area under the receiver operating curve 
  • Discuss the interpretation of different points in the receiver operating characteristics plot 
  • Describe the test of independence using the investment example 
  • Explain the chi-square test statistics 
  • Explain how to test with more than two proportions 
  • Describe how to use python to test the independence of variables 
  • Discuss the goodness of fit test for Poisson 
  • Discuss the goodness of fit for uniform distribution 
  • Explain the effect of standardization 
  • List the different types of distances computation between objects 
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Course Modules
Course Description
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Regression Analysis

In this module, you will learn how to how to check the performance of a logistic regression model. You will also learn about the relationship between sensitivity and specificity.
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Chi Square Test

In this module, you will learn about application and uses of the chi square test. You will also learn how python can be used for goodness of fit for uniform distribution or normal ... Read More In this module, you will learn about application and uses of the chi square test. You will also learn how python can be used for goodness of fit for uniform distribution or normal distribution. Read Less
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Course assessment

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Knowledge & Skills You Will Learn

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