Understanding Logistic Regression in R

Jake Jing
5 min readAug 18, 2022

1. Background

To be honest, logistic regression (LR) can be quite confusing, since it involves too many new terms, including odds, odds ratio, log odds ratio, log-odds/logit and sigmoid function. People with various backgrounds often explain LR in different ways. In statistics, LR is defined as a…

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