Regression Models for Categorical and Count Data (The SAGE Quantitative Research Kit)

Regression Models for Categorical and Count Data (The SAGE Quantitative Research Kit)



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English | 2022 | ISBN: 1529761263 | 272 pages | True EPUB | 9.72 MB

This text provides practical guidance on conducting regression analysis on categorical and count data. Step by step and supported by lots of helpful graphs, it covers both the theoretical underpinnings of these methods as well as their application, giving you the skills needed to apply them to your own research. It offers guidance on

Using logistic regression models for binary, ordinal, and multinomial outcomes
Applying count regression, including Poisson, negative binomial, and zero-inflated models
Choosing the most appropriate model to use for your research
The general principles of good statistical modelling in practice.