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Linear Regression : An Introduction to Statistical Models - Peter Martin
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Linear Regression

An Introduction to Statistical Models

By: Peter Martin

Paperback | 7 March 2022

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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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Martin provides a comprehensive account of linear regression and offers a detailed and practical guide on how to interpret all the coefficients and statistics included in a model - a valuable resource for social scientists at all stages in their careers.

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