Linear Regression: An Introduction to Statistical Models

Peter Martin

ISBN 10: 1526424177 ISBN 13: 9781526424174

Editorial: SAGE Publications Ltd, 2022

Idioma: Ingl�s

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Descripci�n

2022. 1st Edition. Paperback. . . . . .

N� de ref. del art�culo V9781526424174

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Detalles bibliogr�ficos

T�tulo

Linear Regression: An Introduction to Statistical Models

Editor

SAGE Publications Ltd

Fecha de publicaci�n

2022

Idioma

Ingl�s

ISBN 10

1526424177

ISBN 13

9781526424174

Encuadernaci�n

Encuadernaci�n de tapa blanda

Edici�n

1� Edici�n

Estado

New

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Sinopsis

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.

Acerca del autor

Dr Peter Martin is Lecturer in Applied Statistics at University College London. He has taught statistics to students of sociology, psychology, epidemiology, and other disciplines since 2003. One of the joys of being a statistician is that it opens doors to research collaborations with many people in diverse fields. Dr Martin has been involved in investigations in life course research, survey methodology, and the analysis of racism. In recent years his research has focused on health inequalities, psychotherapy, and the evaluation of healthcare services. He has a particular interest in topics around mental health.

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