2025
Robust sparse Bayesian regression for longitudinal gene–environment interactions
Fan K, Jiang Y, Ma S, Wang W, Wu C. Robust sparse Bayesian regression for longitudinal gene–environment interactions. Journal Of The Royal Statistical Society Series C (Applied Statistics) 2025, qlaf027. DOI: 10.1093/jrsssc/qlaf027.Peer-Reviewed Original ResearchCancer Prevention StudyGene-environment interactionsVariable selectionSpike-and-slab priorsGene-environmentIntra-cluster correlationBayesian variable selectionPrevention StudyMeasured body weightMeasures analysisLongitudinal studyPosterior inferenceGibbs samplerMCMC algorithmInteraction effectsStructured sparsityMixed modelsGenetic factorsExtensive simulationsFast computationPhenotypic measurementsInter-relatednessLongitudinal observationsANOVAInteraction problems
2012
Chapter 14: Comparing the Adequacy of Carcinogenesis Models in Estimating U.S. Population Rates for Lung Cancer Mortality
Holford TR, Levy DT. Chapter 14: Comparing the Adequacy of Carcinogenesis Models in Estimating U.S. Population Rates for Lung Cancer Mortality. Risk Analysis 2012, 32: s179-s189. PMID: 22882888, PMCID: PMC3478769, DOI: 10.1111/j.1539-6924.2011.01734.x.Peer-Reviewed Original ResearchConceptsLung cancer mortalityCancer mortalityCarcinogenesis modelLung cancer mortality ratesU.S. population ratesEffect of smokingCancer Prevention StudyCancer mortality ratesPopulation ratesTwo-stage clonal expansion modelEffect of ageSmoking trendsLung cancerPrevention StudyEstimates of riskMortality rateClonal expansionClonal expansion modelCohort modelSmokingIndividual cohortsCohortMortalityU.S. malesTemporal trends
2008
Inference of the Haplotype Effect in a Matched Case-Control Study Using Unphased Genotype Data
Sinha S, Gruber S, Mukherjee B, Rennert G. Inference of the Haplotype Effect in a Matched Case-Control Study Using Unphased Genotype Data. The International Journal Of Biostatistics 2008, 4: article 6. PMID: 20231916, PMCID: PMC2835450, DOI: 10.2202/1557-4679.1079.Peer-Reviewed Original ResearchConceptsCase-control studyUnphased genotype dataHardy-Weinberg equilibriumLocus-specific genotype dataGenotype dataBeta-Carotene Cancer Prevention StudyCancer Prevention StudyCase-control study designStudy of breast cancer patientsMatched Case-Control StudyCase-control designPhasing of haplotypesDisease risk modelsBreast cancer patientsPrevention StudyHaplotype effectsStudy designGametic phasePolymorphic lociHaplotype frequenciesCancer patientsLociConditional likelihood approachAssociationHaplotypes
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