Regression Models for Categorical and Count Data
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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 outcomesApplying count regression, including Poisson, negative binomial, and zero-inflated modelsChoosing the most appropriate model to use for your researchThe general principles of good statistical modelling in practice.Part ofThe SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey
LF/677483/R
Data sheet
- Name of the Author
- Peter Martin
- Language
- English
- Series
- The SAGE Quantitative Research Kit
- ISBN
- 9781529761269
- Release date
- 2022
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This text provides practical guidance on conducting regression analysis on categorical and count data. Step by step and supported by lots of helpful graphs, ...