Logistic Regression [R Data Science Tutorial 11.2]

Published: 13 August 2018
on channel: The Researchers' Guide

5,412

This video illustrates about logistic regression modelling in R

The tutorial includes:

a) Random Sampling
b) Logistic regression fitting
c) Odd ratio calculation
d) Probability plotting
e) Average marginal effect
f) Confusion matrix
g) Pseudo r2
h) log likelihood ratio test
i) ROC Curve

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Recommended journals

Article 1: Logistic regression
Shrikant I. Bangdiwala (2018): Regression: binary logistic, International Journal of Injury Control and Safety Promotion, DOI: 10.1080/17457300.2018.1486503

Article 2: Marginal effect
Leeper, T.J., 2017. Interpreting regression results using average marginal effects with R's margins. Tech. rep.
URL https://cran.r-project.org/web/packag....

For video based description of logistic regression follow the following links.

a) • Statistics with R: Logistic Regression, Le...

b) • Statistics 101: Logistic Regression, Logit...

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