Biostatistics for Human Genetic Epidemiology
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 toadvanced 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, ManhattanPlots, 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, andBiostatistics.
Preface.- Dedication.- Contents.- Introduction To Human Genetic Epidemiology.- Data Analysis Using R Programming.- Applied Statistics For Human Genetics Using R.- Applied Human Genetic Epidemiology.- Human Genetic Epidemiology Using R.- References.- Subject Index.