Generalized Linear Models in R

IntermédiaireNiveau de compétence

Actualisé 08/2024

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

Créez votre compte gratuit

En continuant, vous acceptez nos Conditions d'utilisation, notre Politique de confidentialité et le fait que vos données sont stockées aux États-Unis.

Description du cours

Linear regression serves as a workhorse of statistics, but cannot handle some types of complex data. A generalized linear model (GLM) expands upon linear regression to include non-normal distributions including binomial and count data. Throughout this course, you will expand your data science toolkit to include GLMs in R. As part of learning about GLMs, you will learn how to fit model binomial data with logistic regression and count data with Poisson regression. You will also learn how to understand these results and plot them with ggplot2.

Conditions préalables

Intermediate Regression in R

GLMs, an extension of your regression toolbox

Commencer Le Chapitre

Limitations of linear models

Description du cours

Obtenez un certificat de réussite

Rejoignez plus de .css-nklxlk{color:var(--wf-brand--main, #03EF62);}17 millions d’apprenants et commencer Generalized Linear Models in R dès aujourd'hui !

Créez votre compte gratuit

Rejoignez plus de 17 millions d’apprenants et commencer Generalized Linear Models in R dès aujourd'hui !