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Tianxi Cai, DSc


  • Parast L, Tian L, Cai T.Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial.Journal of the American Statistical Association. 2014 Jan 1;109(505):384-394.
  • Sinnott JA, Cai T.Omnibus risk assessment via accelerated failure time kernel machine modeling.Biometrics. 2013 Dec;69(4):861-73.
  • Zhou QM, Zheng Y, Cai T.Assessment of biomarkers for risk prediction with nested case-control studies.Clin Trials. 2013;10(5):677-9.
  • Altschuler GM, Hofmann O, Kalatskaya I, Payne R, Ho Sui SJ, Saxena U, Krivtsov AV, Armstrong SA, Cai T, Stein L, Hide WA.Pathprinting: An integrative approach to understand the functional basis of disease.Genome Med. 2013 Jul 26;5(7):68.
  • Gail MH, Pfeiffer RM, Cai T.Editorial.Lifetime Data Analysis. 2013 Apr;19(2):139-41.
  • Parast L, Cai T.Landmark risk prediction of residual life for breast cancer survival.Stat Med. 2013 Mar 14.
  • Parast L, Cheng SC, Cai T.Landmark Prediction of Long Term Survival Incorporating Short Term Event Time Information.Journal of the American Statistical Association. 2012;107(500):1492-1501.
  • Liu D, Cai T, Zheng Y.Evaluating the Predictive Value of Biomarkers with Stratified Case-Cohort Design.Biometrics. 2012 Nov 22.
  • Uno H, Tian L, Cai T, Kohane IS, Wei LJ.A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data.Stat Med. 2012 Oct 5.
  • Cai T, Lin X, Carroll RJ.Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test.Biostatistics. 2012 Sep;13(4):776-90.
  • Parast L, Cheng SC, Cai T.Incorporating short-term outcome information to predict long-term survival with discrete markers.Biom J. 2011 Mar;53(2):294-307.
  • Cai T, Tonini G, Lin X.Kernel Machine Approach to Testing the Significance of Multiple Genetic Markers for Risk Prediction.Biometrics. 2011 Jan 31.
  • Uno H, Cai T, Pencina MJ, D'Agostino RB, Wei LJ.On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data.Stat Med. 2011 Jan 13.
  • Cai T, Tian L, Wong PH, Wei LJ.Analysis of randomized comparative clinical trial data for personalized treatment selections.Biostatistics. 2010 Sep 28.
  • Cai T, Parast L, Ryan L.Meta-analysis for rare events.Stat Med. 2010 Sep 10;29(20):2078-89.
  • Cai T, Gerds TA, Zheng Y, Chen J.Robust Prediction of t-Year Survival with Data from Multiple Studies.Biometrics. 2010 Jul 28.
  • Hunsaker AR, Oliva IB, Cai T, Trotman-Dickenson B, Gill RR, Hatabu H, Rybicki FJ.Contrast opacification using a reduced volume of iodinated contrast material and low peak kilovoltage in pulmonary CT angiography: Objective and subjective evaluation.AJR Am J Roentgenol. 2010 Aug;195(2):W118-24.
  • Zheng Y,Cai T,Stanford JL,Feng Z.Semiparametric Models of Time-Dependent Predictive Values of Prognostic Biomarkers.Biometrics. 2010 Mar;66(1):50-60.
  • Cai T, Tian L, Uno H, Solomon SD, Wei LJ.Calibrating parametric subject-specific risk estimation.Biometrika.;97(2):389-404.
  • Wu CJ, Cai T, Rikova K, Merberg D, Kasif S, Steffen M.A predictive phosphorylation signature of lung cancer.PLoS ONE. 2009;4(11):e7994.
  • Tian L, Cai T, Wei LJ.Identifying subjects who benefit from additional information for better prediction of the outcome variables.Biometrics. 2009 Sep;65(3):894-902.
  • Zheng Y, Cai T, Pepe MS, Levy WC.Time-dependent Predictive Values of Prognostic Biomarkers with Failure Time Outcome.Journal of the American Statistical Association. 2008;103(481):362-368.
  • Cai T, Huang J, Tian L.Regularized estimation for the accelerated failure time model.Biometrics. 2009 Jun;65(2):394-404.
  • Tian L,Cai T,Pfeffer MA,Piankov N,Cremieux PY,Wei LJ.Exact and efficient inference procedure for meta-analysis and its application to the analysis of independent 2 x 2 tables with all available data but without artificial continuity correction.Biostatistics. 2009 Apr;10(2):275-81.
  • Gerds TA,Cai T,Schumacher M.The performance of risk prediction models.Biom J. 2008 Aug;50(4):457-79. Review.
  • Cai T, Tian L, Solomon S, Wei LJ.Predicting Future Responses Based on Possibly Misspecified Working Models.Biometricka.;95(1):75-92.
  • Cai T,Cheng S.Robust combination of multiple diagnostic tests for classifying censored event times.Biostatistics. 2008 Apr;9(2):216-33.
  • Cai T, Zheng Y.Model checking for ROC regression analysis.Biometrics. 2007 Mar;63(1):152-63.
  • Ersoy H, Goldhaber SZ, Cai T, Luu T, Rosebrook J, Mulkern R, Rybicki F.Time-resolved MR angiography: a primary screening examination of patients with suspected pulmonary embolism and contraindications to administration of iodinated contrast material.AJR Am J Roentgenol. 2007 May;188(5):1246-54.
  • Tian L, Cai T, Goetghebeur E, Wei LJ.Model Evaluation Based on the Distribution of Estimated Absolute Prediction Error.Biometrika.;94:297-311.
  • Uno H, Cai T, Tian L, Wei LJ. Evaluating Prediction Rules for t-Year Survivors With Censored Regression Models.J Am Stat Assoc.;102:527-37.
  • Ware J, Cai T.Comments on Evaluation the added predictive ability of a new markier: From area under the ROC curve to reclassification and beyond.Statistics in Medicine.;27:185-187.
  • Chuang SK, Cai T.Predicting clustered dental implant survival using frailty methods.J Dent Res. 2006 Dec;85(12):1147-51.
  • Cai T, Gilbert PB, Self SG.Joint inferences on vaccine efficacy against infection and disease with application to the first HIV vaccine efficacy trial.J Biopharm Stat. 2006;16(4):517-38.
  • Zheng Y, Cai T, Feng Z.Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers.Biometrics. 2006 Mar;62(1):279-87.
  • Cai T, Pepe MS, Zheng Y, Lumley T, Jenny NS.The sensitivity and specificity of markers for event times.Biostatistics. 2006 Apr;7(2):182-97.
  • Cai T, Moskowitz CS.Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test.Biostatistics. 2004 Oct;5(4):573-86.
  • Pepe MS, Cai T.The analysis of placement values for evaluating discriminatory measures.Biometrics. 2004 Jun;60(2):528-35.
  • Cai T, Betensky RA.Hazard regression for interval-censored data with penalized spline.Biometrics. 2003 Sep;59(3):570-9.