Linear Regression: An Introduction to Statistical Models (The SAGE Quantitative Research Kit) - Softcover

Book 7 of 11: The SAGE Quantitative Research Kit

Martin, Peter

 
9781526424174: Linear Regression: An Introduction to Statistical Models (The SAGE Quantitative Research Kit)
Softcover
ISBN 10: 1526424177 ISBN 13: 9781526424174
Publisher: SAGE Publications Ltd, 2022

Synopsis

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.


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About the Author

 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.

"About this title" may belong to another edition of this title.

Publisher
SAGE Publications Ltd
Publication date
2022
Language
English
ISBN 10 
1526424177
ISBN 13 
9781526424174
Binding
Paperback
Edition number
1
Number of pages
200