Bioinformatics in Human Health and Heredity: Handbook of Statistics, cartea 28
C. R. Rao, Ranajit Chakraborty, Pranab K. Senen Limba Engleză Hardback – 30 aug 2012
The Handbook of Statistics, a series of self-contained reference books. Each volume is devoted to a particular topic in statistics with Volume 28 dealing with bioinformatics. Every chapter is written by prominent workers in the area to which the volume is devoted. The series is addressed to the entire community of statisticians and scientists in various disciplines who use statistical methodology in their work. At the same time, special emphasis is placed on applications-oriented techniques, with the applied statistician in mind as the primary audience.
- Comprehensively presents the various aspects of statistical methodology
- Discusses a wide variety of diverse applications and recent developments
- Contributors are internationally renowned experts in their respective areas
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Specificații
ISBN-13: 9780444518750
ISBN-10: 0444518754
Pagini: 612
Dimensiuni: 152 x 229 x 33 mm
Greutate: 0.98 kg
Editura: ELSEVIER SCIENCE
Seria Handbook of Statistics
ISBN-10: 0444518754
Pagini: 612
Dimensiuni: 152 x 229 x 33 mm
Greutate: 0.98 kg
Editura: ELSEVIER SCIENCE
Seria Handbook of Statistics
Public țintă
Statisticians and scientists in various disciplines who use statistical methodology in their workCuprins
Chapter 1: Introduction: Wither Bioinformatics in Human Health and Heredity
Section A: Microarray Analysis
Chapter 2: Hierarchical Bayesian Methods for Microarray Data
Chapter 3: Statistical Analysis of Time-Course and Dose-Response Microarray Experiments
Chapter 4: Meta-analysis of High Throughput Oncology Data
Section B: Analytical Methods
Chapter 5: A Statistical Appraisal of Biomarker Selection Methods Applicable to HIV/AIDS Research
Chapter 6: The use of Hamming Distance in Bioinformatics
Chapter 7: Asymptotic Expansion of the Distributions of the Least Squares Estimators in Factor Analysis and Structural Equation Modeling
Chapter 8: Multiple Testing and False Discovery Rate Issues in Bioinformatics
Section C: Genetics and DNA Forensics
Chapter 9: Applications of Bayesian Neural Networks in Prostate Cancer Study
Chapter 10: Statistical Methods for Detecting Functional Divergence of Gene Families
Chapter 11: Sequence Pattern Discovery with Applications to Understanding Gene Regulation and Vaccine Design
Chapter 12: Single-locus Association Tests by Ordered Statistics
Chapter 13: A Molecular Information Method to Estimate Population Admixture
Chapter 14: Effects of Inclusion of Relatives in DNA Databases: Empirical Observations from 13K SNPs in Hap-Map Population Data
Section D: Epidemiology
Chapter 15: Measurement and Analysis of Quality of Life in Epidemiology
Chapter 16: Quality of Life Perspectives in Chronic Disease and Disorder Studies
Chapter 17: Bioinformatics of Obesity
Chapter 18: Exploring Genetic Epidemiology Data with Bayesian Networks
Section E: Database Issues
Chapter 19: Perturbation Methods for Protecting Numerical Data: Evolution and Evaluation
Chapter 20: Protecting Data Confidentiality in Public Release Datasets: Approaches Based on Multiple Imputation
Section A: Microarray Analysis
Chapter 2: Hierarchical Bayesian Methods for Microarray Data
Chapter 3: Statistical Analysis of Time-Course and Dose-Response Microarray Experiments
Chapter 4: Meta-analysis of High Throughput Oncology Data
Section B: Analytical Methods
Chapter 5: A Statistical Appraisal of Biomarker Selection Methods Applicable to HIV/AIDS Research
Chapter 6: The use of Hamming Distance in Bioinformatics
Chapter 7: Asymptotic Expansion of the Distributions of the Least Squares Estimators in Factor Analysis and Structural Equation Modeling
Chapter 8: Multiple Testing and False Discovery Rate Issues in Bioinformatics
Section C: Genetics and DNA Forensics
Chapter 9: Applications of Bayesian Neural Networks in Prostate Cancer Study
Chapter 10: Statistical Methods for Detecting Functional Divergence of Gene Families
Chapter 11: Sequence Pattern Discovery with Applications to Understanding Gene Regulation and Vaccine Design
Chapter 12: Single-locus Association Tests by Ordered Statistics
Chapter 13: A Molecular Information Method to Estimate Population Admixture
Chapter 14: Effects of Inclusion of Relatives in DNA Databases: Empirical Observations from 13K SNPs in Hap-Map Population Data
Section D: Epidemiology
Chapter 15: Measurement and Analysis of Quality of Life in Epidemiology
Chapter 16: Quality of Life Perspectives in Chronic Disease and Disorder Studies
Chapter 17: Bioinformatics of Obesity
Chapter 18: Exploring Genetic Epidemiology Data with Bayesian Networks
Section E: Database Issues
Chapter 19: Perturbation Methods for Protecting Numerical Data: Evolution and Evaluation
Chapter 20: Protecting Data Confidentiality in Public Release Datasets: Approaches Based on Multiple Imputation