Linear regression is one of the simplest and ... detailed regression models with just a few lines of code. Python is ideal for data scientists, analysts, and developers working with large or ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Model building via linear regression models. Method of least squares, theory and practice. Checking for adequacy of a model, examination of residuals, checking outliers. Practical hand on experience ...

regression, and so on. The core of R was developed during the 1970s and since then, many libraries (such as the Tidyverse for data manipulation) have been developed to greatly extend the functionality ...