Biostatistics for Human Genetic Epidemiology E-Book

Bertram K. C. Chan

• Herausgeber: Springer International Publishing
• Kategorie: Fachliteratur
• Serie: Advances in Experimental Medicine and Biology
• Sprache: Englisch

Veröffentlichungsjahr: 2018

Beschreibung

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.