Regression
A collection of simple notebooks and guides to cover concepts in isolation, without the context of a journalistic project. Useful for review or to prep for topics used in the actual projects.
linear regression
Readings and links
Summary
NoneNotebooks, Assignments, and Walkthroughs
Types of regression
What is regression for, and what are the different types?
Basics of logistic regression
A walkthrough explaining basic concepts of logistic regression.
A quickstart for logistic regression in Python
A no-nonsense introduction to statsmodels for logistic regression in Python
Evaluating a logistic regression and its features
While you can perform a logistic regression on anything and get some results, that doesn't mean the results are any good! Let's take a look at how to judge both a logistic regression and each of the variables you're selected for it.
Multivariable regression and categories
Level up your logistic regression skills with multiple inputs and categorical variables.
Basics of linear regression
A walkthrough explaining basic concepts of linear regression.
Evaluating a linear regression and its features
While you can perform a linear regression on anything and get some results, that doesn't mean the results are any good! Let's take a look at how to judge both a linear regression and each of the variables you're selected for it.
A quickstart for linear regression in Python
A no-nonsense introduction to statsmodels for regression in Python
Putting regression to use
Once you now what regression is and how statsmodels operates, we can put our knowledge to work.