An Introduction to Statistical Genetic Data Analysis

An Introduction to Statistical Genetic Data Analysis
Author: Melinda C. Mills
Publisher: MIT Press
Total Pages: 433
Release: 2020-02-18
Genre: Science
ISBN: 0262357445

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.

Advanced Genetic Analysis

Advanced Genetic Analysis
Author: R. Scott Hawley
Publisher: John Wiley & Sons
Total Pages: 256
Release: 2009-05-06
Genre: Science
ISBN: 1444313088

Advanced Genetic Analysis brings a state-of-the-art,exciting new approach to genetic analysis. Focusing on theunderlying principles of modern genetic analysis, this bookprovides the 'how' and 'why' of the essential analytical toolsneeded. The author's vibrant, accessible style provides an easyguide to difficult genetic concepts, from mutation and genefunction to gene mapping and chromosome segregation. Throughout, abalanced range of model organisms and timely examples are used toillustrate the theoretical basics. Basic principles - Focuses students attention on the 'how' and'why' of the essential analytical tools. Vibrant, accessible style provides an easy guide throughdifficult genetic concepts and techniques. Text boxes highlight key questions and timely examples. Boxes of key information in each chapter, chapter summaries andextensive references - prompt the student to synthesise andreinforce the chapter material. Special reference section addressing a range of model organismsto help provide a particularly relevant context for students'research interests.

Genetic Analysis

Genetic Analysis
Author: Raphael Falk
Publisher: Cambridge University Press
Total Pages: 331
Release: 2009-05-14
Genre: Philosophy
ISBN: 0521884187

There is a paradox lying at the heart of the study of heredity. To understand the ways in which features are passed on down from one generation to the next, we have to dig deeper and deeper into the ultimate nature of things - from organisms, to genes, to molecules. And yet as we do this, increasingly we find we are out of focus with our subjects. What has any of this to do with the living, breathing organisms with which we started? Organisms are living. Molecules are not. How do we relate one to the other? In Genetic Analysis, one of the most important empirical scientists in the field in the twentieth century attempts, through a study of history and drawing on his own vast experience as a practitioner, to face this paradox head-on. His book offers a deep and innovative understanding of our ways of thinking about heredity.

Genetic Analysis

Genetic Analysis
Author: Mark F. Sanders
Publisher: Pearson Educacion
Total Pages: 864
Release: 2011-12-14
Genre: Genetics
ISBN: 9780321818461

Informed by many years of genetics teaching and research experience, authors Mark Sanders and John Bowman use an integrative approach that helps contextualize three core challenges of learning genetics: solving problems, understanding evolution, and understanding the connection between traditional genetics models and more modern approaches. This package contains: Genetic Analysis: An Integrated Approach

Genetic Testing and the Governance of Risk in the Contemporary Economy

Genetic Testing and the Governance of Risk in the Contemporary Economy
Author: Lara Khoury
Publisher: Springer Nature
Total Pages: 354
Release: 2020-10-01
Genre: Law
ISBN: 3030436993

This book addresses emerging questions concerning who should bear responsibility for shouldering risk, as well as the viability of existing and experimental governance mechanisms in connection with new technologies. Scholars from 14 jurisdictions unite their efforts in this edited collection to provide a comparative analysis of how various legal systems are tackling the challenges produced by the legal aspects of genetic testing in insurance and employment. They cover the diverse set of norms that surround this issue, and share insights into relevant international, regional and national incursions into the field. By doing so, the authors offer a basis for comparative reflection, including on whether transnational standard setting might be useful or necessary for the legal aspects of genetic testing as they relate to the insurance and employment contexts. The respective texts cover a broad range of topics, including the prevalence of genetic testing in the contexts of insurance and employment, and policy factors that might affect this prevalence, such as the design of national health or social insurance systems, of private insurance schemes or the availability of low-cost direct-to-consumer genetic testing. Further, the field of genetics is gaining in importance at the international and regional levels. Relevant concepts – mainly genetic tests and genetic data/information – have been internationally defined, and these definitions have influenced definitions adopted nationally. International law also recognizes a “special status” for human genetic data. The authors therefore also consider these definitions and the recognition of the special status of human genetic data within regional and national legal orders. They investigate the range of norms that specifically address the use of genetic testing in employment and insurance, encompassing international sources – including human rights norms – that may be binding or non-binding, as well national statutory, regulatory and soft-law mechanisms. Accordingly, some of the texts examine general frameworks relevant to genetic testing in each country, including those that stem from general anti-discrimination rules and norms protecting rights to autonomy, self-determination, confidentiality and privacy. In closing, the authors provide an overview of the efficiency of their respective legal regimes’ approaches – specific and generalist – to genetic testing or disclosure of genetic information in the employment or insurance contexts, including the effect of lack of legal guidance. In this regard, some of the authors highlight the need for transnational action in the field and make recommendation for future legal developments.

Analysis of Genes and Genomes

Analysis of Genes and Genomes
Author: Richard J. Reece
Publisher: Halsted Press
Total Pages: 469
Release: 2004
Genre: Science
ISBN: 9780470843796

Analysis of GenesA and Genomes is a clear introduction to the theoretical and practical basis of genetic engineering, gene cloning and molecular biology. All aspects of genetic engineering in the post-genomic era are covered, beginning with the basics of DNA structure and DNA metabolism. Using an example-driven approach, the fundamentals of creating mutations in DNA, cloning in bacteria, yeast, plants and animals are all clearly presented. Newer technologies such as DNA macro and macroarrays, proteomics and bioinformatics are introduced in later chapters helping students to analyse and understand the vast amounts of data that are now available through genome sequence and function projects. Aimed at students with a basic knowledge of the molecular side of biology, this will be invaluable to those looking to better understand the complexities and capabilities of these important new technologies. A modern post-genome era introduction to key techniques used in genetic engineering. An example driven past-to-present approach to allow the experiments of today to be placed in an historical context Beautifully illustrated in full colour throughout. Associated website including updates, additional content and illustrations

Modern Genetic Analysis

Modern Genetic Analysis
Author: Anthony J. F. Griffiths
Publisher:
Total Pages: 675
Release: 1999
Genre: Genetics
ISBN: 9780716731184

"Modern Genetic Analysis, Second Edition," the second introductory genetics textbook W.H. Freeman has published by the Griffiths author team, implements an innovative approach to teaching genetics. Rather than presenting material in historical order, ""Modern Genetic Analysis, Second Edition"" integrates molecular genetics with classical genetics. The integrated approach provides students with a concrete foundation in molecules, while simultaneously building an understanding of the more abstract elements of transmission genetics. ""Modern Genetic Analysis, Second Edition""also incorporates new pedagogy, improved chapter organization, enhanced art, and an appealing overall design.

Who We Are and How We Got Here

Who We Are and How We Got Here
Author: David Reich
Publisher: Oxford University Press
Total Pages: 400
Release: 2018-03-29
Genre: Science
ISBN: 0192554387

The past few years have seen a revolution in our ability to map whole genome DNA from ancient humans. With the ancient DNA revolution, combined with rapid genome mapping of present human populations, has come remarkable insights into our past. This important new data has clarified and added to our knowledge from archaeology and anthropology, helped resolve long-existing controversies, challenged long-held views, and thrown up some remarkable surprises. The emerging picture is one of many waves of ancient human migrations, so that all populations existing today are mixes of ancient ones, as well as in many cases carrying a genetic component from Neanderthals, and, in some populations, Denisovans. David Reich, whose team has been at the forefront of these discoveries, explains what the genetics is telling us about ourselves and our complex and often surprising ancestry. Gone are old ideas of any kind of racial 'purity', or even deep and ancient divides between peoples. Instead, we are finding a rich variety of mixtures. Reich describes the cutting-edge findings from the past few years, and also considers the sensitivities involved in tracing ancestry, with science sometimes jostling with politics and tradition. He brings an important wider message: that we should celebrate our rich diversity, and recognize that every one of us is the result of a long history of migration and intermixing of ancient peoples, which we carry as ghosts in our DNA. What will we discover next?