An Introduction to Statistical Genetic Data Analysis is popular PDF and ePub book, written by Melinda C. Mills in 2020-02-18, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, An Introduction to Statistical Genetic Data Analysis can be Read Online from any device for your convenience.
An Introduction to Statistical Genetic Data Analysis Book PDF Summary
A comprehensive introduction to modern applied statistical genetic data analysis, accessible to those without a background in molecular biology or genetics. Human genetic research is now relevant beyond biology, epidemiology, and the medical sciences, with applications in such fields as psychology, psychiatry, statistics, demography, sociology, and economics. With advances in computing power, the availability of data, and new techniques, it is now possible to integrate large-scale molecular genetic information into research across a broad range of topics. This book offers the first comprehensive introduction to modern applied statistical genetic data analysis that covers theory, data preparation, and analysis of molecular genetic data, with hands-on computer exercises. It is accessible to students and researchers in any empirically oriented medical, biological, or social science discipline; a background in molecular biology or genetics is not required. The book first provides foundations for statistical genetic data analysis, including a survey of fundamental concepts, primers on statistics and human evolution, and an introduction to polygenic scores. It then covers the practicalities of working with genetic data, discussing such topics as analytical challenges and data management. Finally, the book presents applications and advanced topics, including polygenic score and gene-environment interaction applications, Mendelian Randomization and instrumental variables, and ethical issues. The software and data used in the book are freely available and can be found on the book's website.
Detail Book of An Introduction to Statistical Genetic Data Analysis PDF
- Author : Melinda C. Mills
- Release : 18 February 2020
- Publisher : MIT Press
- ISBN : 9780262538381
- Genre : Science
- Total Page : 433 pages
- Language : English
- PDF File Size : 11,8 Mb
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