Bayesian approach to discriminant problems for count data with application to multilocus short tandem repeat dataset

DOI10.1515/sagmb-2018-0044zbMath1461.92077OpenAlexW3022329316WikidataQ94509110 ScholiaQ94509110MaRDI QIDQ830629

Shuhei Mano, Koji Tsukuda, Toshimichi Yamamoto

Publication date: 7 May 2021

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/sagmb-2018-0044

zbMATH Keywords

Bayes factorDirichlet-multinomial modelDNA polymorphismlocus selectionsample size imbalance

Mathematics Subject Classification ID

Protein sequences, DNA sequences (92D20)

Uses Software

• ElemStatLearn
• disclap
• disclapmix
• SMOTE

Cites Work

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• Distributions on partitions
• Mathematical population genetics. I: Theoretical introduction.
• The discrete Laplace exponential family and estimation of Y-STR haplotype frequencies
• Some Problems of Simultaneous Minimax Estimation
• Probability Models for DNA Sequence Evolution
• Statistical Genetics and Genetical Statistics: a Forensic Perspective^*
• Bayes Factors
• Estimating Products in Forensic Identification Using DNA Profiles
• An invariant form for the prior probability in estimation problems

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