Applications of Regression for Categorical Outcomes Using R

by Long Doan and David Melamed

Book Overview

This book covers the main models within the GLM (i.e., logistic, Poisson, negative binomial, ordinal, and multinomial). For each model, estimations, interpretations, model fit, diagnostics, and how to convey results graphically are provided. There is a focus on graphic displays of results as these are a core strength of using R for statistical analysis. Many in the social sciences are transitioning away from using Stata, SPSS and SAS, to using...

• Format: Paperback
• Language: English
• ISBN: 1032509511
• ISBN13: 9781032509518
• Release Date: July 2023
• Publisher: CRC Press
• Length: 222 Pages
• Weight: 0.75 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"