Advanced Statistics for Health Research (PDF)

Advanced Statistics for Health Research (PDF)

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Advanced Statistics for Health Research is a book that provides a detailed understanding of various statistical models used in health data analysis, such as linear and non-linear regression models, supervised machine learning models, and causal inference techniques. The book includes codes for STATA, SAS, and R. It has 404 pages and is published by World Scientific Publishing Company. ISBN-10: 9811262306, ISBN-13: 978-9811262302.

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Advanced Statistics for Health Research 

Written by Richard J Butler, Matthew J Butler, and Barbara L Wilson, this book provides a comprehensive understanding of models used in the analysis of health data. These models include linear and non-linear regression models, as well as supervised machine learning models. The book covers a range of topics from ordinary least squares to random forest regression. Additionally, this book presents causal inference techniques such as randomization, matching and propensity score matching, instrumental variables, regression discontinuity, and fixed effects analysis. Codes for the respective statistical techniques are given for STATA, SAS, and R.

Product Details

  • Publisher: World Scientific Publishing Company (May 13, 2023)
  • Language: English
  • eBook Digital: 404 pages
  • ISBN-10: 9811262306
  • ISBN-13: 978-9811262302

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