Statistical Methods in Human Genetics

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 vis...

সম্পূর্ণ বিবরণ

সংরক্ষণ করুন:
গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Mukhopadhyay, Indranil (Author), Majumder, Partha Pratim (Author)
সংস্থা লেখক: SpringerLink (Online service)
বিন্যাস: বৈদ্যুতিক বৈদ্যুতিন গ্রন্থ
ভাষা:ইংরেজি
প্রকাশিত: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
সংস্করন:1st ed. 2023.
মালা:Indian Statistical Institute Series,
বিষয়গুলি:
অনলাইন ব্যবহার করুন:https://doi.org/10.1007/978-981-99-3220-7
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বিবরন
সংক্ষিপ্ত: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.
দৈহিক বর্ননা:1 online resource (XIV, 274 p. 40 illus.). 16 illus. in color.
আইসবিএন:9789819932207
আইএসএসএন:2523-3122
ডিওআই:10.1007/978-981-99-3220-7