Hypothesis testing for finite mixture models

Wichitchan, Supawadee; Yao, Weixin; Yang, Guangren

doi:10.1016/j.csda.2018.05.005

Hypothesis testing for finite mixture models

Journal Article · Mon Apr 01 00:00:00 EDT 2019 · Computational Statistics and Data Analysis (Print)

DOI:https://doi.org/10.1016/j.csda.2018.05.005· OSTI ID:1701825

Wichitchan, Supawadee; Yao, Weixin;

Not Available

View Accepted Manuscript (Publisher)

Sponsoring Organization:: USDOE

Grant/Contract Number:: EE0007328

OSTI ID:: 1701825

Alternate ID(s):: OSTI ID: 1613423

Journal Information:: Computational Statistics and Data Analysis (Print), Journal Name: Computational Statistics and Data Analysis (Print) Journal Issue: C Vol. 132; ISSN 0167-9473

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (15)

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A profile likelihood method for normal mixture with unequal variance Yao, Weixin Journal of Statistical Planning and Inference, Vol. 140, Issue 7 https://doi.org/10.1016/j.jspi.2010.02.004	journal	July 2010
A population and family study N-acetyltransferase using caffeine urinary metabolites Bechtel, Yvette C.; Bonaiti-Pellie, Catherine; Poisson, Nicole Clinical Pharmacology and Therapeutics, Vol. 54, Issue 2 https://doi.org/10.1038/clpt.1993.124	journal	August 1993
Hypothesis testing in mixture regression models Zhu, Hong-Tu; Zhang, Heping Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 66, Issue 1 https://doi.org/10.1046/j.1369-7412.2003.05379.x	journal	February 2004
The likelihood ratio test for general mixture models with or without structural parameter Azaïs, Jean-Marc; Gassiat, Élisabeth; Mercadier, Cécile ESAIM: Probability and Statistics, Vol. 13 https://doi.org/10.1051/ps:2008010	journal	January 2009
Inference on the Order of a Normal Mixture Chen, Jiahua; Li, Pengfei; Fu, Yuejiao Journal of the American Statistical Association, Vol. 107, Issue 499 https://doi.org/10.1080/01621459.2012.695668	journal	June 2012
Inference for Subgroup Analysis With a Structured Logistic-Normal Mixture Model Shen, Juan; He, Xuming Journal of the American Statistical Association, Vol. 110, Issue 509 https://doi.org/10.1080/01621459.2014.894763	journal	January 2015
Testing the Number of Components in Normal Mixture Regression Models Kasahara, Hiroyuki; Shimotsu, Katsumi Journal of the American Statistical Association, Vol. 110, Issue 512 https://doi.org/10.1080/01621459.2014.986272	journal	October 2015
Goodness-of-fit tests on a circle Watson, G. S. Biometrika, Vol. 48, Issue 1-2 https://doi.org/10.1093/biomet/48.1-2.109	journal	January 1961
Testing the Order of a Finite Mixture Li, Pengfei; Chen, Jiahua Journal of the American Statistical Association, Vol. 105, Issue 491 https://doi.org/10.1198/jasa.2010.tm09032	journal	September 2010
Hypothesis test for normal mixture models: The EM approach Chen, Jiahua; Li, Pengfei The Annals of Statistics, Vol. 37, Issue 5A https://doi.org/10.1214/08-AOS651	journal	October 2009
Asymptotic Theory of Certain "Goodness of Fit" Criteria Based on Stochastic Processes Anderson, T. W.; Darling, D. A. The Annals of Mathematical Statistics, Vol. 23, Issue 2 https://doi.org/10.1214/aoms/1177729437	journal	June 1952
Testing the order of a model using locally conic parametrization: population mixtures and stationary ARMA processes Dacunha-Castelle, D.; Gassiat, E. The Annals of Statistics, Vol. 27, Issue 4 https://doi.org/10.1214/aos/1017938921	journal	August 1999
Asymptotics for likelihood ratio tests under loss of identifiability Shao, Yongzhao; Liu, Xin The Annals of Statistics, Vol. 31, Issue 3 https://doi.org/10.1214/aos/1056562463	journal	June 2003
A Constrained Formulation of Maximum-Likelihood Estimation for Normal Mixture Distributions Hathaway, Richard J. The Annals of Statistics, Vol. 13, Issue 2 https://doi.org/10.1214/aos/1176349557	journal	June 1985

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