Martin, Peter. creator author text bibliography xxk London California SAGE Publications 2021 monographic eng

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xx, 247 p . ; ill. (black & white) ; 25 cm. 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. -- by Peter Martin. Includes bibliographical references and index. Regression analysis Mathematical models Categories (Mathematics) Data processing Quantitative research Regression analysis Mathematical models Regression Analysis Models, Theoretical Recherche quantitative Analyse de régression Modèles mathématiques mathematical models Mathematical models Quantitative research Regression analysis 519.536 MAR.P Martin, Peter. London ; Thousand Oaks, California : SAGE Publications, [2021] (OCoLC)1308765543 9781529761269 (pbk.) 2021935562 YDX 210317 20260513120134.0 21947375 eng