Applying Regression & Correlation A Guide for Students and Researchers

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  • Engels
  • Paperback
  • 9780761962304
  • 24 november 2000
  • 272 pagina's
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Samenvatting

By introducing the reader to regression analysis through a simple model-building approach, this book takes a fresh look at applying regression analysis in the behavioural sciences.



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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Paperback
Oorspronkelijke releasedatum
24 november 2000
Aantal pagina's
272
Illustraties
Nee

Betrokkenen

Hoofdauteur
Jeremy Miles
Tweede Auteur
Mark Shevlin
Hoofduitgeverij
Sage Publications Inc

Overige kenmerken

Extra groot lettertype
Nee
Product breedte
156 mm
Product lengte
234 mm
Studieboek
Ja
Verpakking breedte
157 mm
Verpakking hoogte
231 mm
Verpakking lengte
19 mm
Verpakkingsgewicht
412 g

EAN

EAN
9780761962304

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