Statistical Human Genetics : Methods and Protocols - Elston, Robert C.; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Humana, 2017)
Statistical Genetic Terminology -- Identification of Genotype Errors -- Detecting Pedigree Relationship Errors -- Identifying Cryptic Relationships -- Estimating Allele Frequencies -- Testing Departure from Hardy-Weinberg Proportions -- Estimating Disequilibrium Coefficients -- Detecting Familial Aggregation -- Estimating Heritability from Twin Studies -- Estimating Heritability from Nuclear Family and Pedigree Data -- Correcting for Ascertainment -- Segregation Analysis using the Unified Model -- Design Considerations for Genetic Linkage and Association Studies -- Model-based Linkage Analysis of a Quantitative Trait -- Model-based Linkage Analysis of a Binary Trait -- Model-free Linkage Analysis of a Quantitative Trait -- Model-free Linkage Analysis of a Binary Trait -- Single Marker Association Analysis for Unrelated Samples -- Single Marker Family-based Association Analysis Conditional on Parental Information -- Single Marker Family-based Association Analysis not Conditional on Parental Information -- Calibrating Population Stratification in Association Analysis -- Cross-phenotype Association Analysis using Summary Statistics from GWAS -- Haplotype Inference -- Multi-SNP Haplotype Analysis Methods for Association Analysis -- The Analysis of Ethnic Mixtures -- Detecting Multiethnic Rare Variants -- Identifying Gene Interaction Networks -- Structural Equation Modeling -- Mendelian Randomization -- Preprocessing and Quality Control for Whole Genome Sequences from the Illumina HiSeq X Platform -- Statistical Approaches for Processing and Analyzing Microbiome Data.
Keywords: Human genetics; Human Genetics