On stochastic processes for quantitative trait locus mapping under selective genotyping

DOI10.1080/02331888.2013.858720zbMath1370.92018OpenAlexW1966591598MaRDI QIDQ5263965

Charles-Elie Rabier

Publication date: 20 July 2015

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2013.858720

zbMATH Keywords

likelihood ratio testGaussian processmixture modelsQTL detectionselective genotypingnuisance parameters present only under the alternative

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Gaussian processes (60G15) Applications of statistics to biology and medical sciences; meta analysis (62P10) General biostatistics (92B15) Genetics and epigenetics (92D10)

Related Items (4)

Chi-square processes for gene mapping in a population with family structure ⋮ An asymptotic test for quantitative trait locus detection in presence of missing genotypes ⋮ On empirical processes for quantitative trait locus mapping under the presence of a selective genotyping and an interference phenomenon ⋮ The SgenoLasso and its cousins for selective genotyping and extreme sampling: application to association studies and genomic selection

Cites Work

• The statistics of gene mapping
• Asymptotic distribution and local power of the likelihood ratio test for mixtures: bounded and unbounded cases
• Likelihood ratio inequalities with applications to various mixtures
• An asymptotic test for quantitative gene detection. (Un test asymptotique pour la detection de gènes quantitatifs)
• Statistical genetics of quantitative traits. Linkage, maps, and QTL.
• Level Sets and Extrema of Random Processes and Fields
• Asymptotic Distribution of the Maximum Likelihood Ratio Test for Gene Detection
• Selective Genotyping for Location and Estimation of the Effect of a Quantitative Trait Locus
• Comparing Power of Different Methods for QTL Detection

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