On the asymptotic robustness of the likelihood ratio test in quantitative trait locus detection

DOI10.1214/14-EJS947zbMath1348.92112MaRDI QIDQ470499

Charles-Elie Rabier

Publication date: 12 November 2014

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1414588189

zbMATH Keywords

Gaussian processhypothesis testingasymptotic robustnessquantitative trait locus detectionchi-square process

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric hypothesis testing (62F03) Central limit and other weak theorems (60F05) Genetics and epigenetics (92D10) Asymptotic properties of parametric tests (62F05)

Uses Software

• QSIMVN

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)
• On quantitative trait locus mapping with an interference phenomenon
• Statistical genetics of quantitative traits. Linkage, maps, and QTL.
• Score Statistics for Mapping Quantitative Trait Loci
• Likelihood ratio test process for quantitative trait locus detection
• Level Sets and Extrema of Random Processes and Fields
• Asymptotic Distribution of the Maximum Likelihood Ratio Test for Gene Detection
• A natural class of multilocus recombination processes and related measures of crossover interference
• Asymptotic Statistics
• Comparing Power of Different Methods for QTL Detection

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