2015
Association Tests of Multiple Phenotypes: ATeMP
Guo X, Li Y, Ding X, He M, Wang X, Zhang H. Association Tests of Multiple Phenotypes: ATeMP. PLOS ONE 2015, 10: e0140348. PMID: 26479245, PMCID: PMC4610695, DOI: 10.1371/journal.pone.0140348.Peer-Reviewed Original ResearchConceptsExtensive simulation studyStatistical literatureJoint association analysisMultiPhenSimulation studyEquivalence relationshipProportional odds modelReal case studyMeasurement errorMultivariate methodsOdds modelMultiple intermediate phenotypesJoint analysisMultiple phenotypesExplanatory variablesEquivalenceEstimationDistributionPhenotypic distributionATempSolutionError
2003
Hypothesis testing in mixture regression models
Zhu H, Zhang H. Hypothesis testing in mixture regression models. Journal Of The Royal Statistical Society Series B (Statistical Methodology) 2003, 66: 3-16. DOI: 10.1046/j.1369-7412.2003.05379.x.Peer-Reviewed Original ResearchMixture regression modelLikelihood estimatorTest statisticLog-likelihood ratio test statisticOptimal convergence ratesMaximum likelihoodRatio test statisticAsymptotic theoryReal data setsAsymptotic distributionConvergence rateTheoretical resultsEmpirical performanceReasonable conditionsSimulation studyHypothesis testingEstimatorStatisticsData setsRegression modelsModelTheoryDistribution