Biostatistical Genetics And Genetic Epidemiology
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Biostatistical Genetics And Genetic Epidemiology
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Author : Robert C. Elston
language : en
Publisher: John Wiley & Sons
Release Date : 2002-04-22
Biostatistical Genetics And Genetic Epidemiology written by Robert C. Elston and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-04-22 with Medical categories.
"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.
Statistical Methods In Genetic Epidemiology
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Author : Duncan C. Thomas
language : en
Publisher: Oxford University Press
Release Date : 2004-01-29
Statistical Methods In Genetic Epidemiology written by Duncan C. Thomas and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-29 with Medical categories.
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.
Biostatistical Genetics And Genetic Epidemiology
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Author : Azhar Ul Haque Sario
language : en
Publisher: Azhar UL Haque Sario
Release Date : 2024-03-11
Biostatistical Genetics And Genetic Epidemiology written by Azhar Ul Haque Sario and has been published by Azhar UL Haque Sario this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-11 with Health & Fitness categories.
Biostatistical Genetics and Genetic Epidemiology: A Comprehensive Guide to Unlocking the Secrets of Genes and Disease In the intricate world where biology, statistics, and medicine converge lies a field of extraordinary promise: biostatistical genetics and genetic epidemiology. This powerful combination holds the key to deciphering the complex interplay between our genes and the diseases that afflict us. If understanding the origins of illness, revolutionizing drug development, and tailoring treatments precisely to individuals are aspirations that intrigue you, then this book is an essential companion on your journey. This comprehensive text delves into the foundations of genetics and epidemiology, equipping you with the indispensable tools of the trade. You'll master the fundamental statistical methodologies specifically designed to unlock the hidden patterns within genetic data. The book unveils the power of linkage analysis, tracing the inheritance of genes within families to pinpoint disease-related regions. It then leads you on a thrilling exploration of genome-wide association studies (GWAS) - the robust techniques used to meticulously scan the entire human genome, pinpointing subtle genetic variations that influence our susceptibility to disease. The journey doesn't stop there. You'll grapple with the intricacies of analyzing complex diseases like cancer, heart conditions, and neurological disorders, where the interplay of genes and environment weave a tangled web. This book offers insights into how genetic epidemiology is changing how we track, prevent, and manage infectious diseases - a challenge of paramount importance in our interconnected world. In the era of personalized medicine, 'pharmacogenomics' stands tall. This field investigates how our genetic makeup influences our response to medications. Discover how your genes might play a role in the effectiveness and potential side effects of the treatments you receive. This knowledge paves the way for groundbreaking therapies tailored to your unique genetic profile. Biostatistical Genetics and Genetic Epidemiology also casts a critical eye on the far-reaching ethical, legal, and social implications raised by genetic research. As we uncover the secrets of our DNA, questions of privacy, discrimination, and equitable access to genetic technologies take center stage. This guide ventures beyond the traditional boundaries of genetics and disease. It examines how statistical methods illuminate the dynamic world of gene expression, the process by which our genes are switched on and off. It explores 'statistical epigenetics', investigating how modifiable chemical marks on DNA interact with our environment to impact our health. Embark on an intellectual odyssey into population genetics, the study of how gene frequencies evolve within populations. You'll see how this field sheds light on human history, ancestry, and the forces that shape our genetic diversity. Discover how statistical methods intertwine with systems biology, helping us model intricate biological networks and gain an integrated understanding of health and disease. This book provides a solid foundation in the statistical techniques used in clinical genetics, where accurate diagnosis, risk assessment, and informed family planning are of the essence. It sheds light on statistical methods powering cancer genomics, an area of research rapidly transforming diagnosis and treatment of this complex group of diseases. Additionally, you'll encounter the burgeoning field of microbiome research. Learn how statistical tools help us analyze the vast microbial communities residing within us, revealing their surprising impact on our health and well-being.
A Statistical Approach To Genetic Epidemiology
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Author : Andreas Ziegler
language : en
Publisher: John Wiley & Sons
Release Date : 2011-08-24
A Statistical Approach To Genetic Epidemiology written by Andreas Ziegler and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-24 with Science categories.
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.
Basic Biostatistics For Geneticists And Epidemiologists
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Author : Robert C. Elston
language : en
Publisher: John Wiley & Sons
Release Date : 2008-11-20
Basic Biostatistics For Geneticists And Epidemiologists written by Robert C. Elston and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-20 with Medical categories.
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.
Biostatistics For Human Genetic Epidemiology
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Author : Bertram K. C. Chan
language : en
Publisher: Springer
Release Date : 2018-10-24
Biostatistics For Human Genetic Epidemiology written by Bertram K. C. Chan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-24 with Medical categories.
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.
Analysis Of Genetic Association Studies
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Author : Gang Zheng
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-01-10
Analysis Of Genetic Association Studies written by Gang Zheng 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 2012-01-10 with Mathematics categories.
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.
The Fundamentals Of Modern Statistical Genetics
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Author : Nan M. Laird
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-12-13
The Fundamentals Of Modern Statistical Genetics written by Nan M. Laird 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 2010-12-13 with Medical categories.
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.
Biostatistics And Epidemiology
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Author : Sylvia Wassertheil-Smoller
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-05-10
Biostatistics And Epidemiology written by Sylvia Wassertheil-Smoller 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 2006-05-10 with Medical categories.
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.
Fundamentals Of Genetic Epidemiology
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Author : Muin J. Khoury
language : en
Publisher: Monographs in Epidemiology and
Release Date : 1993
Fundamentals Of Genetic Epidemiology written by Muin J. Khoury and has been published by Monographs in Epidemiology and this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Medical categories.
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.