Joint parameter estimation in the QTL mapping of ordinal traits

DOI10.1016/J.JTBI.2017.08.007zbMath1393.92037OpenAlexW2747285547WikidataQ38625115 ScholiaQ38625115MaRDI QIDQ1747725

Yihong Qiu, Ying Zhou, Xiaona Sheng, Wensheng Zhu

Publication date: 27 April 2018

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jtbi.2017.08.007

zbMATH Keywords

EM algorithmordinal traitscumulative logistic regression modelmultiple-interval mapping

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) General nonlinear regression (62J02) Genetics and epigenetics (92D10)

Cites Work

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• The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
• Mixture Generalized Linear Models for Multiple Interval Mapping of Quantitative Trait Loci in Experimental Crosses
• Newton-Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data
• Genetic Mapping of Quantitative Trait Loci for Traits with Ordinal Distributions

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