Applying Regression and Correlation by Jeremy Miles

Applying Regression and Correlation by Jeremy Miles

This book takes a fresh look at applying regression analysis in the behavioural sciences by introducing the reader to regression analysis through a simple model-building approach. The authors start with the basics and begin by re-visiting the mean, and the standard deviation, with which most readers will already be familiar, and show that they can be thought of a least squares model. The book then shows that this least squares model is actually a special case of a regression analysis and can be extended to deal with first one, and then more than one independent variable. Extending the model from the mean to a regression analysis provides a powerful, but simple, way of thinking about what students believe are the more complex aspects of regression analysis. The authors gradually extend the model to include aspects of regression analysis such as non-linear regression, logistic regression, and moderator and mediator analysis. These approaches are often presented in terms that are too mathematical for non-statistically inclined students to deal with. Throughout the book maintains a conceptual, non-mathematical focus. Most equations are placed in an appendix, where a detailed explanation is given, to avoid disrupting the flow of the main text. This book will be indispensable for anyone using regression and correlation from undergraduates doing projects to postgraduate and researchers.

`An excellent book on regression and correlation, which should be on the shopping list of all researchers in psychology and also of many psychology students′ - Statistical Methods in Medical Research

"This book is a gemI would certainly recommend it to my students." 

-- David Clark-Carter

My research has primarily been in - Evaluation of reliability and validity - Structural equation models - Psychometrics

SKU	Non disponible
ISBN 13	9780761962304
ISBN 10	0761962301
Titre	Applying Regression and Correlation
Auteur	Jeremy Miles
État	Non disponible
Type de reliure	Paperback
Éditeur	SAGE Publications Inc
Année de publication	2000-11-24
Nombre de pages	272
Note de couverture	La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier.
Note	Non disponible