2018
Informing a Risk Prediction Model for Binary Outcomes with External Coefficient Information
Cheng W, Taylor J, Gu T, Tomlins S, Mukherjee B. Informing a Risk Prediction Model for Binary Outcomes with External Coefficient Information. Journal Of The Royal Statistical Society Series C (Applied Statistics) 2018, 68: 121-139. PMID: 31105344, PMCID: PMC6519970, DOI: 10.1111/rssc.12306.Peer-Reviewed Original ResearchOutcome variable YEfficiency of estimationMeasurement error literatureDistribution of B.Regression coefficientsVariable YRegression modelsBinary outcomesVariable BLogistic regression modelsRisk prediction modelAlternative expressionBinary BImproved estimatesGaussian distributionProstate Cancer Prevention Trial Risk CalculatorProstate cancer antigen 3Risk calculatorStandard errorEstimationPredictive powerAntigen 3RegressionHistorical data
2016
Increasing efficiency for estimating treatment–biomarker interactions with historical data
Boonstra P, Taylor J, Mukherjee B. Increasing efficiency for estimating treatment–biomarker interactions with historical data. Statistical Methods In Medical Research 2016, 25: 2959-2971. PMID: 24855118, PMCID: PMC5450810, DOI: 10.1177/0962280214535370.Peer-Reviewed Original Research