TY - BOOK AU - Lait, Linda, editor. TI - Basics of modern statistical genetics / SN - 9781984609281 (e-book) AV - EBOP QH 938.4.S73 B37 2018 PY - 2018/// CY - Oakville, Ontario PB - Arcler Press, KW - Human genetics KW - Statistical methods KW - Genetics KW - Statistical method KW - Biometry N1 - To access the E-Book : https://www.bibliotex.com/ (Log-in/Register is required); Includes index; Chapter 1: Statistical Power of Model Selection Strategies for Genome-Wide Association Studies Chapter 2: Population Structure and Eigenanalysis Chapter 3: Statistical Modelling of Transcript Profiles of Differentially Regulated Genes Chapter 4: Lessons from Dwraft8 on the Strengths and Weaknesses of Structured Association Mapping Chapter 5: From QTL to QTN: Candidate Gene Set Approach And a Case Study in Porcine IGF1-Foxo Pathway Chapter 6: Inference of Population Splits and Mixtures from Genome-Wide Allele Frequency Data Chapter 7: Bias Characterization in Probabilistic Genotype Data and Improved Signal Signal Detection with Multiple Imputation Chapter 8: Genome-Wide Search for Mirna-Target Interactions in Arabidopsis Thaliana With an Integrated Approach Chapter 9: Identification of Differentially Expressed Genes from Microarray Data Chapter 10: Genetic Epidemiological Studies of Infectious Disease Chapter 11: Softwares and Methods for Estimating Genetic Ancestry in Human Population Chapter 12: Heritability from Genome-Wide Identity-By-Descent Sharing Between Full Siblings Chapter 13: Locating Disease Genes Using Bayesian Variable Selection With the Haseman-Elston Method Chapter 14: Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation Chapter 15: A Novel Method to Discover Flouroquinolone Antibiotic Resistance (QNR) Genes in Fragmented Nucleotide Sequences Chapter 16: Integrative Analysis of Functional Genomic Annotations and Sequencing Data to Identify Rare Casual Variants Via Hierarchical Modelling Chapter 17: Genome Sequencing Chapter 18: Identification of Novel Candidate Genes for Early-Onset Colorectal Cancer Susceptibility Chapter 19: Mutations in Mab21I2 Result in Ocular Coloboma, Microcornea and Cataracts N2 - Statistical genetics is a scientific field concerned with the development and application of statistical methods for drawing inferences from genetic data. This book covers the statistical models and methods that are used to understand human genetics, following the historical and recent developments of human genetics ER -