Likelihood ratio test process for quantitative trait locus detection

DOI10.1080/02331888.2012.760093zbMath1326.62180OpenAlexW2062588717MaRDI QIDQ2934823

Jean-Marc Azaïs, Céline Delmas, Charles-Elie Rabier

Publication date: 22 December 2014

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2012.760093

zbMATH Keywords

likelihood ratio testGaussian processmixture modelsQTL detectionMCQMCnuisance parameters present only under the alternative

Mathematics Subject Classification ID

Gaussian processes (60G15) Applications of statistics to biology and medical sciences; meta analysis (62P10) Non-Markovian processes: hypothesis testing (62M07)

Related Items (7)

Chi-square processes for gene mapping in a population with family structure ⋮ Extremes of L^p-norm of vector-valued Gaussian processes with trend ⋮ On statistical inference for selective genotyping ⋮ Testing the equality of several linear regression models ⋮ On the asymptotic robustness of the likelihood ratio test in quantitative trait locus detection ⋮ On quantitative trait locus mapping with 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)
• Level Sets and Extrema of Random Processes and Fields
• Asymptotic Distribution of the Maximum Likelihood Ratio Test for Gene Detection
• Comparing Power of Different Methods for QTL Detection
• The likelihood ratio test for general mixture models with or without structural parameter

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