ENGLISH

Biostatistics for Human Genetic Epidemiology

By Bertram K. C. Chan

Book information

Publisher
Springer
Year
2018
ISBN
978-3-319-93790-8, 978-3-319-93791-5
Language
english
Format
PDF
Filesize
8 MB (8498318 bytes)
Series
Advances in Experimental Medicine and Biology V. 1082
Pages
355\368
Time added
2018-12-13 12:22:35

Description

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. Front Matter ....Pages i-xvi Introduction to Human Genetic Epidemiology (Bertram K. C. Chan)....Pages 1-46 Data Analysis Using R Programming (Bertram K. C. Chan)....Pages 47-122 Applied Statistics for Human Genetics Using R (Bertram K. C. Chan)....Pages 123-144 Applied Human Genetic Epidemiology (Bertram K. C. Chan)....Pages 145-216 Human Genetic Epidemiology Using R (Bertram K. C. Chan)....Pages 217-341 Back Matter ....Pages 343-355

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