Bayesian matrix factorization for outlier detection: An application in population genetics

Springer Proceedings in Mathematics and Statistics

Volumn 63, Issue , 2014, Pages 143-147

  Duforet Frebourg, Nicolas ^a   Blum, Michael G B ^a  

^a LABORATOIRE TIMC IMAG   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN FRAMEWORKS; BAYESIAN HIERARCHICAL MODEL; BAYESIAN MATRIX FACTORIZATIONS; DARWINIAN SELECTION; HIGH DIMENSIONAL DATA; MATRIX FACTORIZATIONS; OUTLIER DETECTION; POPULATION GENETICS;

CHROMOSOMES; HIERARCHICAL SYSTEMS;

STATISTICS;

EID: 84893498117     PISSN: 21941009     EISSN: 21941017     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-319-02084-6__28     Document Type: Conference Paper

References (6)

1. Beaumont MA, Balding, DJ (2004) Identifying adaptive genetic divergence among populations from genome scans. Mol Ecol 13(4):969-980
2. Duforet-Frebourg N, Blum MGB Non-stationary patterns of isolation-by-distance: inferring measures of local genetic differentiation with Bayesian Kriging (submitted)
3. Polasek W (1997) Factor analysis and outliers: A Bayesian approach. Wirtschaftswissenschaftliches Zentrum der Universitt Basel
4. Salakhutdinov, R, Mnih A (2008) Bayesian probabilistic matrix factorization using Markov chain Monte Carlo. In Proceedings of the 25th international conference on Machine learning pp. 880-887. ACM.
5. Verdinelli I, Wasserman L (1991) Bayesian analysis of outlier problems using the Gibbs sampler. Statist Comput 1(2):105-117
6. Wakefield J (2007) A Bayesian measure of the probability of false discovery in genetic epidemiology studies. Am j Hum Genet 81(2):208