This chapter teaches you how generalized linear models are an extension of other models in your data science toolbox. The chapter also uses Poisson regression to introduce generalize linear models.

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2

Logistic Regression

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This chapter covers running a logistic regression and examining the model outputs.

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3

Interpreting and visualizing GLMs

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This chapter teaches you about interpreting GLM coefficients and plotting GLMs using ggplot2.

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4

Multiple regression with GLMs

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In this chapter, you will learn how to do multiple regression with GLMs in R.

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