ISBN: 9789819932191
Код товара 155103
Statistical Methods in Human Genetics
ISBN: 9789819932191
Код товара 155103
18 167 ₽
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Если Вы закажете книгу до 17.01.2025, то мы привезём её ориентировочно 28.02.2025.
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Автор
Mukhopadhyay
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Издатель
Springer
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Тип обложки
Hardback
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Размеры
235 x 155
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Год издания
2023
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ISBN
9789819932191
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Язык
ENG
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Кол-во страниц
274
О чём книга?
This book provides an overview of statistical concepts and basic methodology for the study of genetics of human traits and diseases. It attempts to provide a step-by-step description of problem identification, study design, methodology of data collection, data exploration, data summarization and visualization, and more advanced analytical methods for inferring genetic underpinnings of human phenotypes. The book provides codes in R programming language for implementation of most of the statistical methods described, which will enable practitioners to perform analysis of data on their own, without having to mold the data to fit the requirements of commercial statistical packages. Useful to anyone engaged in studies to understand and manage good health, the book is a useful guide for sustainable development of humankind. Primarily intended for practicing biologists especially those who carry out quantitative biological research, in particular, human geneticists, the book is also helpful in classroom teaching.
Introduction to analysis of human genetic data.- Basic understanding of single gene expression data.- Basic probability theory and inference.- Analysis of single gene expression data.- Analysis of gene expression data in a dependent set up.- Tying genomes
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