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Auteur Peter MARTIN |
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Linear Regression : An Introduction to Statistical Models Ed. 1 / Peter MARTIN / SAGE PUBLICATIONS (2022)
Titre : Linear Regression : An Introduction to Statistical Models Ed. 1 Type de document : e-book Auteurs : Peter MARTIN Editeur : SAGE PUBLICATIONS Année de publication : 2022 ISBN/ISSN/EAN : 9781529711059 Note générale : copyrighted Langues : Anglais (eng) Résumé : This text introduces the fundamental linear regression models used in quantitative research. It covers both the theory and application of these statistical models, and illustrates them with illuminating graphs. The author offers guidence on: Deciding the most appropriate model to use for your research Conducting simple and multiple linear regression Checking model assumptions and the dangers of overfitting Part of The SAGE Quantitative Research Kit, this book will help you make the crucial steps towards mastering multivariate analysis of social science data. Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88942793 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=575409
Titre : Regression Models for Categorical and Count Data Ed. 1 Type de document : e-book Auteurs : Peter MARTIN Editeur : SAGE PUBLICATIONS Année de publication : 2022 Note générale : copyrighted Langues : Anglais (eng) Résumé : 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 Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88942647 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=575598
Titre : Regression Models for Categorical and Count Data Ed. 1 Type de document : e-book Auteurs : Peter MARTIN ISBN/ISSN/EAN : 9781529761269 Note générale : copyrighted Langues : Anglais (eng) Résumé : 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 Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88942647 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=575786
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