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  3. Generalized Linear Models in R
  • 1

    GLMs, an extension of your regression toolbox

    Free

    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.

  • 2

    Logistic Regression

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

  • 3

    Interpreting and visualizing GLMs

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

  • 4

    Multiple regression with GLMs

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

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