An Introduction To Statistical Genetic Data Analysis

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An Introduction To Statistical Genetic Data Analysis

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Author : Melinda C. Mills
language : en
Publisher: MIT Press
Release Date : 2020-02-18

An Introduction To Statistical Genetic Data Analysis written by Melinda C. Mills and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-18 with Science categories.

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.

Applied Statistical Genetics With R

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Author : Andrea S. Foulkes
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-04-28

Applied Statistical Genetics With R written by Andrea S. Foulkes and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-28 with Medical categories.

Statistical genetics has become a core course in many graduate programs in public health and medicine. This book presents fundamental concepts and principles in this emerging field at a level that is accessible to students and researchers with a first course in biostatistics. Extensive examples are provided using publicly available data and the open source, statistical computing environment, R.

Coscience

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Author :
language : en
Publisher:
Release Date : 1997

Coscience written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Ecology categories.

Handbook Of Statistical Genetics

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Author : D. J. Balding
language : en
Publisher:
Release Date : 2001-03-28

Handbook Of Statistical Genetics written by D. J. Balding and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-03-28 with Mathematics categories.

A truly groundbreaking volume, the Handbook of Statistical Genetics is a timely, informative and highly accessible reference for both statisticians interested in genetical applications and geneticists seeking a deeper understanding of statistical methods in their field. It is divided into six main sections, encompassing the entire field of statistics in genetics: ? Bioinformatics ? Population Genetics ? Evolutionary Genetics ? Genetic Epidemiology ? Plant and Animal Genetics ? Applications As the Human Genome Project (HGP) reaches its climax, with the complete sequence of mankind, science is fast approaching an exciting new stage in its ability to understand genetic forces in man. In parallel to the HGP are major sequencing efforts in other organisms, enabling us to understand broader questions in evolution and classification. This explosion of data has led to an increased need for sophisticated statistical, mathematical and computational tools to enable complex data collection, analysis and interpretation of the results. ? Comprehensive coverage of the most pressing statistical issues in genetics. ? Offers a lucid introduction to newcomers, as well as providing invaluable information for more experienced researchers. ? Each chapter is written by a leading international authority from the field. ? Complemented by numerous examples, case studies, and references to useful resources on the web. This authoritative reference will be ideal for both students and researchers working in genetics, including statisticians, geneticists, molecular biologists, biochemists and computer scientists.

Cornell University Courses Of Study

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Author : Cornell University
language : en
Publisher:
Release Date : 2007

Cornell University Courses Of Study written by Cornell University and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Universities and colleges categories.

Genetic Data Analysis Ii

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Author : Bruce S. Weir
language : en
Publisher: Sinauer
Release Date : 1996

Genetic Data Analysis Ii written by Bruce S. Weir and has been published by Sinauer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Medical categories.

Genetic Data Analysis II details the statistical methodology needed to draw inferences from discrete genetic data. An emphasis is given to permutation tests, and developments in phylogenetic tree construction are reviewed.

Encyclopedia Of Statistical Sciences Volume 3

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Author :
language : en
Publisher: Wiley-Interscience
Release Date : 2005-12-16

Encyclopedia Of Statistical Sciences Volume 3 written by and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-16 with Mathematics categories.

Countless professionals and students who use statistics in their work rely on the multi-volume Encyclopedia of Statistical Sciences as a superior and unique source of information on statistical theory, methods, and applications. This new edition (available in both print and on-line versions) is designed to bring the encyclopedia in line with the latest topics and advances made in statistical science over the past decade—in areas such as computer-intensive statistical methodology, genetics, medicine, the environment, and other applications. Written by over 600 world-renowned experts (including the editors), the entries are self-contained and easily understood by readers with a limited statistical background. With the publication of this second edition in 16 printed volumes, the Encyclopedia of Statistical Sciences retains its position as a cutting-edge reference of choice for those working in statistics, biostatistics, quality control, economics, sociology, engineering, probability theory, computer science, biomedicine, psychology, and many other areas.

Current Index To Statistics Applications Methods And Theory

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Author :
language : en
Publisher:
Release Date : 1996

Current Index To Statistics Applications Methods And Theory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Mathematical statistics categories.

The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.

Human Biology

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Author : Raymond Pearl
language : en
Publisher:
Release Date : 1997

Human Biology written by Raymond Pearl and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Anthropology categories.

Includes section "Recent literature useful in the study of human biology."

Primates In Perspective

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Author : Christina J. Campbell
language : en
Publisher:
Release Date : 2011

Primates In Perspective written by Christina J. Campbell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Science categories.

This volume contains forty-seven original essays by seventy leading researchers, offering an overview of all major areas of primatology. Arranged in six sections, the text begins with an introduction to primatology and a review of the natural history of the major taxonomic groups within the order Primates. It goes on to cover methodologies and research design for both field and captive settings; primate reproduction; primate ecology and conservation and their roles in the daily lives of primates; and such aspects of social behavior and intelligence as communication, learning, and cognition. The volume ends with a concluding chapter by the editors that discuss the future of primatological research.