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Bioinformatics in human health and heredity

Author: Ranajit Chakraborty; C Radhakrishna Rao; Pranab Kumar Sen
Publisher: Amsterdam ; London : Elsevier, 2012.
Series: Handbook of statistics (Amsterdam, Netherlands), v. 28.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:

Suitable for statisticians and scientists who use statistical methodology in their work, this book presents the various aspects of statistical methodology. It discusses a wide variety of diverse  Read more...

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Details

Document Type: Book
All Authors / Contributors: Ranajit Chakraborty; C Radhakrishna Rao; Pranab Kumar Sen
ISBN: 9780444518750 0444518754
OCLC Number: 812065670
Description: xix, 560 pages : illustrations (black and white) ; 24 cm.
Contents: Introduction : Wither bioinformatics in human health and heredity --
sect. A. Microarray analysis --
Hierarchical Bayesian methods for microarray data --
Statistical analysis of time-course and dose-response microarray experiments --
Meta-analysis of high throughput oncology data --
sect. B. Analytical methods --
A statistical appraisal of biomarker selection methods applicable to HIV/AIDS research --
The use of hamming distance in bioinformatics --
Asymptotic expansion of the distributions of the least squares estimators in factor analysis and structural equation modeling --
Multiple testing and false discovery rate issues in bioinformatics --
sect. C. Genetics and DNA forensics --
Applications of Bayesian neural networks in prostate cancer study --
Statistical methods for detecting functional divergence of gene families --
Sequence pattern discovery with applications to understanding gene regulation and vaccine design --
Single-iocus association tests by ordered statistics --
A molecular information method to estimate population admixture --
Effects of inclusion of relatives in DNA databases : empirical observations from 13K SNPs in Hap-Map population data --
sect. D. Epidemiology --
Measurement and analysis of quality of life in epidemiology --
Quality of life perspectives in chronic disease and disorder studies --
Bioinformatics of obesity --
Exploring genetic epidemiology data with Bayesian networks --
sect. E. Database issues --
Perturbation methods for protecting numerical data : evolution and evaluation --
Protecting data confidentiality in public release datasets : approaches based on multiple imputation.
Series Title: Handbook of statistics (Amsterdam, Netherlands), v. 28.
Responsibility: edited by R. Chakraborty, C.R. Rao, P.K. Sen.
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