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Book Synopsis Biostatistics for Human Genetic Epidemiology by : Bertram K. C. Chan
Download or read book Biostatistics for Human Genetic Epidemiology written by Bertram K. C. Chan and published by Springer. This book was released on 2018-10-24 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book illustrates how biostatistics may numerically summarize human genetic epidemiology using R, and may be used successfully to solve problems in quantitative Genetic Epidemiology Biostatistics for Human Genetic Epidemiology provides statistical methodologies and R recipes for human genetic epidemiologic problems. It begins by introducing all the necessary probabilistic and statistical foundations, before moving on to topics related human genetic epidemiology, with R codes illustrations for various examples. This clear and concise book covers human genetic epidemiology, using R in data analysis, including multivariate data analysis. It examines probabilistic and statistical theories for modeling human genetic epidemiology – leading the readers through an effective epidemiologic model, from simple to advanced levels. Classical mathematical, probabilistic, and statistical theory are thoroughly discussed and presented. This book also presents R as a calculator and using R in data analysis. Additionally, it covers Advanced Human Genetic Data Concepts, the Study of Human Genetic Variation, Manhattan Plots, as well as the Procedures for Multiple Comparison. Numerous Worked Examples are provided for illustrations of concepts and real-life applications. Biostatistics for Human Genetic Epidemiology is an ideal reference for professionals and students in Medicine (particularly in Preventive Medicine and Public Health Medical Practices), as well as in Genetics, Epidemiology, and Biostatistics.
Book Synopsis Statistical Methods in Genetic Epidemiology by : Duncan C. Thomas
Download or read book Statistical Methods in Genetic Epidemiology written by Duncan C. Thomas and published by Oxford University Press. This book was released on 2004-01-29 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This well-organized and clearly written text has a unique focus on methods of identifying the joint effects of genes and environment on disease patterns. It follows the natural sequence of research, taking readers through the study designs and statistical analysis techniques for determining whether a trait runs in families, testing hypotheses about whether a familial tendency is due to genetic or environmental factors or both, estimating the parameters of a genetic model, localizing and ultimately isolating the responsible genes, and finally characterizing their effects in the population. Examples from the literature on the genetic epidemiology of breast and colorectal cancer, among other diseases, illustrate this process. Although the book is oriented primarily towards graduate students in epidemiology, biostatistics and human genetics, it will also serve as a comprehensive reference work for researchers. Introductory chapters on molecular biology, Mendelian genetics, epidemiology, statistics, and population genetics will help make the book accessible to those coming from one of these fields without a background in the others. It strikes a good balance between epidemiologic study designs and statistical methods of data analysis.
Book Synopsis Biostatistics for Human Genetic Epidemiology by : Bertram Kim-Cheong Chan
Download or read book Biostatistics for Human Genetic Epidemiology written by Bertram Kim-Cheong Chan and published by . This book was released on 2018 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Biostatistics for Human Genetic Epidemiology provides statistical methodologies and R recipes for human genetic epidemiologic problems. It begins by introducing all the necessary probabilistic and statistical foundations, before moving on to topics related human genetic epidemiology, with R codes illustrations for various examples. This clear and concise book covers human genetic epidemiology, using R in data analysis, including multivariate data analysis. It examines probabilistic and statistical theories for modeling human genetic epidemiology – leading the readers through an effective epidemiologic model, from simple to advanced levels. Classical mathematical, probabilistic, and statistical theory are thoroughly discussed and presented. This book also presents R as a calculator and using R in data analysis. Additionally, it covers Advanced Human Genetic Data Concepts, the Study of Human Genetic Variation, Manhattan Plots, as well as the Procedures for Multiple Comparison. Numerous Worked Examples are provided for illustrations of concepts and real-life applications"--Publisher's description.
Book Synopsis Biostatistical Genetics and Genetic Epidemiology by : Robert C. Elston
Download or read book Biostatistical Genetics and Genetic Epidemiology written by Robert C. Elston and published by John Wiley & Sons. This book was released on 2002-04-22 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Human Genetics and Genetic Epidemiology" ist der 3. Band aus der sehr erfolgreichen Reihe 'Wiley Biostatistics Reference Series', die auf Artikeln der "Encyclopedia of Biostatistics" basiert. Dieser Band gibt einen topaktuellen und umfassenden Überblick über ein Forschungsgebiet, das insbesondere im Zuge des Human-Genomprojekts eine regelrechte Explosion an Forschungsaktivitäten erlebt hat. Enthalten sind komplett aktualisierte Artikel aus der "Encyclopedia of Biostatistics" sowie über 25% neue Artikel. Mit einem komplexen System an Querverweisen, die das Auffinden der gewünschten Information erheblich erleichtern. Eine interessante Lektüre für Genetiker, Epidemiologen, Biostatistiker und Forscher in diesen Bereichen.
Book Synopsis Fundamentals of Genetic Epidemiology by : Muin J. Khoury
Download or read book Fundamentals of Genetic Epidemiology written by Muin J. Khoury and published by Monographs in Epidemiology and. This book was released on 1993 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text integrates the principles, methods and approaches of epidemiology and genetics in the study of disease aetiology. The authors define the central theme of genetic epidemiology as the study of the role of genetic factors and their interaction with environmental factors in the occurrence of disease in populations.
Author :Sylvia Wassertheil-Smoller Publisher :Springer Science & Business Media ISBN 13 :0387218297 Total Pages :244 pages Book Rating :4.3/5 (872 download)
Book Synopsis Biostatistics and Epidemiology by : Sylvia Wassertheil-Smoller
Download or read book Biostatistics and Epidemiology written by Sylvia Wassertheil-Smoller and published by Springer Science & Business Media. This book was released on 2006-05-10 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the new edition of Biostatistics and Epidemiology, Dr. Wassertheil-Smoller has included several new chapters (genetic statistics, molecular epidemiology, scientific integrity and research ethics) and a new appendix on the basic concepts of genetics and a glossary of genetic terminology. She has also expanded the coverage of multi-center trials (an important aspect of implementation of the standards of evidence-based medicine), controversies in screening for prostate, colon, breast, and other cancers.
Book Synopsis The Fundamentals of Modern Statistical Genetics by : Nan M. Laird
Download or read book The Fundamentals of Modern Statistical Genetics written by Nan M. Laird and published by Springer Science & Business Media. This book was released on 2010-12-13 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the statistical models and methods that are used to understand human genetics, following the historical and recent developments of human genetics. Starting with Mendel’s first experiments to genome-wide association studies, the book describes how genetic information can be incorporated into statistical models to discover disease genes. All commonly used approaches in statistical genetics (e.g. aggregation analysis, segregation, linkage analysis, etc), are used, but the focus of the book is modern approaches to association analysis. Numerous examples illustrate key points throughout the text, both of Mendelian and complex genetic disorders. The intended audience is statisticians, biostatisticians, epidemiologists and quantitatively- oriented geneticists and health scientists wanting to learn about statistical methods for genetic analysis, whether to better analyze genetic data, or to pursue research in methodology. A background in intermediate level statistical methods is required. The authors include few mathematical derivations, and the exercises provide problems for students with a broad range of skill levels. No background in genetics is assumed.
Book Synopsis A Statistical Approach to Genetic Epidemiology by : Andreas Ziegler
Download or read book A Statistical Approach to Genetic Epidemiology written by Andreas Ziegler and published by John Wiley & Sons. This book was released on 2011-08-24 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Statistical Approach to Genetic Epidemiology After studying statistics and mathematics at the University of Munich and obtaining his doctoral degree from the University of Dortmund, Andreas Ziegler received the Johann-Peter-Süssmilch-Medal of the German Association for Medical Informatics, Biometry and Epidemiology for his post-doctoral work on “Model Free Linkage Analysis of Quantitative Traits” in 1999. In 2004, he was one of the recipients of the Fritz-Linder-Forum-Award from the German Association for Surgery.
Book Synopsis Einführung in die Genetische Epidemiologie by : Heike Bickeböller
Download or read book Einführung in die Genetische Epidemiologie written by Heike Bickeböller and published by Springer-Verlag. This book was released on 2007-06-02 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Die speziellen Strukturen des menschlichen Genoms und die Regeln der Vererbung erfordern spezielle statistische Methoden zur Analyse genetischer und umweltbedingter Faktoren von Gesundheit und Krankheit. Dieses Lehrbuch gibt einen umfassenden und leicht verständlichen Einstieg in die statistischen Methoden der Genetischen Epidemiologie und deren Terminologie. Nach einer kurzen und einführenden Zusammenfassung der besonders benötigten Grundlagen der Human- und Populationsgenetik sowie der Studienplanung und Statistik werden die drei Hauptgruppen der Analyseverfahren zur familiären Aggregation, zur Kopplung und zur Assoziation ausführlich dargestellt. Abgerundet und ergänzt wird das Buch durch das in der humangenetischen Praxis wichtige Thema der Risikoberechnung. Anschauliche Bilder und kleine Ausflüge in die Geschichte lockern die Darstellung auf. Hinweise auf ausgewählte Literatur, Software und Webseiten
Book Synopsis Basic Biostatistics for Geneticists and Epidemiologists by : Robert C. Elston
Download or read book Basic Biostatistics for Geneticists and Epidemiologists written by Robert C. Elston and published by John Wiley & Sons. This book was released on 2008-11-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anyone who attempts to read genetics or epidemiology research literature needs to understand the essentials of biostatistics. This book, a revised new edition of the successful Essentials of Biostatistics has been written to provide such an understanding to those who have little or no statistical background and who need to keep abreast of new findings in this fast moving field. Unlike many other elementary books on biostatistics, the main focus of this book is to explain basic concepts needed to understand statistical procedures. This Book: Surveys basic statistical methods used in the genetics and epidemiology literature, including maximum likelihood and least squares. Introduces methods, such as permutation testing and bootstrapping, that are becoming more widely used in both genetic and epidemiological research. Is illustrated throughout with simple examples to clarify the statistical methodology. Explains Bayes’ theorem pictorially. Features exercises, with answers to alternate questions, enabling use as a course text. Written at an elementary mathematical level so that readers with high school mathematics will find the content accessible. Graduate students studying genetic epidemiology, researchers and practitioners from genetics, epidemiology, biology, medical research and statistics will find this an invaluable introduction to statistics.
Book Synopsis Statistical Human Genetics by : Robert C. Elston
Download or read book Statistical Human Genetics written by Robert C. Elston and published by . This book was released on 2017 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this volume is to make computer programs for analyzing human genetic data more easily accessible to the beginner.Statistical Human Genetics: Methods and Protocols, Second Edition provides updated and new chapters detailing genetic terms, analysis software, and how to interpret the program outputs. Written in the highly successful Methods in Molecular Biology series format, the chapters include introductions to their respective topics, step-by-step instructions, and tips on troubleshooting and avoiding known pitfalls. The purpose of Statistical Human Genetics: Methods and Protocols, Second Edition is to ensure successful and meaningful results in the fast-growing field of genetic epidemiology.
Book Synopsis An Introduction to Genetic Epidemiology by : Palmer, Lyle J.
Download or read book An Introduction to Genetic Epidemiology written by Palmer, Lyle J. and published by Policy Press. This book was released on 2011-05-31 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together leading experts to provide an introduction to genetic epidemiology that begins with a primer in human molecular genetics through all the standard methods in population genetics and genetic epidemiology required for an adequate grounding in the field.
Book Synopsis Analysis of Genetic Association Studies by : Gang Zheng
Download or read book Analysis of Genetic Association Studies written by Gang Zheng and published by Springer Science & Business Media. This book was released on 2012-01-10 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis of Genetic Association Studies is both a graduate level textbook in statistical genetics and genetic epidemiology, and a reference book for the analysis of genetic association studies. Students, researchers, and professionals will find the topics introduced in Analysis of Genetic Association Studies particularly relevant. The book is applicable to the study of statistics, biostatistics, genetics and genetic epidemiology. In addition to providing derivations, the book uses real examples and simulations to illustrate step-by-step applications. Introductory chapters on probability and genetic epidemiology terminology provide the reader with necessary background knowledge. The organization of this work allows for both casual reference and close study.
Book Synopsis Genetic Epidemiology by : Melissa A. Austin
Download or read book Genetic Epidemiology written by Melissa A. Austin and published by CABI. This book was released on 2013 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic epidemiology plays a key role in discovering genetic factors influencing health and disease, and in understanding how genes and environmental risk factors interact. There is growing interest in this field within public health, with the goal of translating the results into promoting health and preventing disease in both families and populations. This textbook provides graduate students with a working knowledge of genetic epidemiology research methods. Following an overview of the field, the book reviews key genetic concepts, provides an update on relevant genomic technology, including genome-wide chips and DNA sequencing, and describes methods for assessing the magnitude of genetic influences on diseases and risk factors. The book focuses on research study designs for discovering disease susceptibility genes, including family-based linkage analysis, candidate gene and genome-side association studies, assessing gene-environment interactions and epistasis, studies of Non-Mendelian inheritance, and statistical analyses of data from these studies. Specific applications of each research method are illustrated using a variety of diseases and risk factors relevant to public health, and useful web-based genetic analysis software, human reference panels, and repositories, that can greatly facilitate this work, are described.
Book Synopsis Genetic Epidemiology by : Lyle Palmer
Download or read book Genetic Epidemiology written by Lyle Palmer and published by John Wiley & Sons Incorporated. This book was released on 2007-11-01 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic epidemiology is a rapidly developing field, and has continued to grow enormously in international importance over the last ten years. This book provides a unified text that draws together material genetics, epidemiology, public health and statistics. Developed from the authors extensive experience of teaching undergraduate and graduate level courses in genetic epidemiology and statistical genetics, it contains numerous examples drawn from the literature and the authors’ personal experience, and features exercises with worked answers. Features include: A truly introductory level textbook for the teaching of genetic epidemiology requiring little background information. Integrates the critical concepts derived from population genetics with those derived from genetics and statistics. Developed out of the extensive experience of the authors teaching undergraduate and graduate level at universities including Harvard, Oxford, and Cambridge. Designed to be self–contained, and will contain numerous examples drawn from the literature, in addition to exercises with worked answers. Supported by a Website containing data sets and software. Primarily aimed at graduate students studying genetic epidemiology and statistical genetics. The book will also be suitable for researchers and practitioners from genetics, epidemiology, biology, medical research and statistics.
Book Synopsis Genetic Epidemiology by : M. Dawn Teare
Download or read book Genetic Epidemiology written by M. Dawn Teare and published by Humana Press. This book was released on 2016-08-23 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arising from firm foundations laid by mathematical population genetics, clinical genetics, and statistical epidemiology, genetic epidemiology attempts to identify the many components of risk attributable to genes, environments, and interactions, and the course of its research can follow many diverse paths. In Genetic Epidemiology, the success of genome-wide association studies in their identification of hundreds of disease susceptibility loci has inspired renowned experts to contribute thorough methodologies, which aim to bring together bioinformaticians, geneticists, clinicians, statisticians, and epidemiologists in the study of this vital field. The volume opens with chapters covering the basics; however, it quickly moves on to coverage of more specialist topics such as twin studies, Mendelian randomization, genetic association studies, more advanced areas, as well as case studies. As a part of the highly successful Methods in Molecular BiologyTM series, this work provides the detailed description of the application and analysis of the most commonly employed methods that are necessary for a firm grounding in the field. Authoritative and cutting-edge, Genetic Epidemiology aims to provide a basic framework for crucial interdisciplinary communication and understanding suited to newcomers to the field as well as experienced researchers and graduate level students.
Book Synopsis Human Genome Epidemiology by : Muin J. Khoury
Download or read book Human Genome Epidemiology written by Muin J. Khoury and published by Oxford University Press. This book was released on 2004 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the important role that epidemiologic methods play in the continuum from gene discovery to the development and application of genetic tests. It proceeds systematically from the fundamentals of genome technology and gene discovery, to epidemiologic approaches to gene characterization in the population, to the evaluation of genetic tests and their use in health services.
