Linear Regression

An Introduction to Statistical Models

By:

Peter Martin

Format:

Paperback / softback

Series:

The SAGE Quantitative Research Kit

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Description

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.

Author Biography:

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.

Release date NZ

March 21st, 2022

Author

Peter Martin

Series

The SAGE Quantitative Research Kit

Pages

200

Audience

Tertiary Education (US: College)

ISBN-13

9781526424174

Product ID

33736663

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