Regression Models for Categorical and Count Data
Peter Martin
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Sachbuch / Natur und Gesellschaft: Allgemeines, Nachschlagewerke
Beschreibung
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
Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey
Kundenbewertungen
correlation based methods, categorical data, count regression, quantitative, statistical models, regression based methods, regression models, logistic regression models, count data, regression analysis