Tianxi Cai, DSc

Publications

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.
21337601
Cai T, Tonini G, Lin X.Kernel Machine Approach to Testing the Significance of Multiple Genetic Markers for Risk Prediction.Biometrics. 2011 Jan 31.
21281275
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.
21240882
Cai T, Tian L, Wong PH, Wei LJ.Analysis of randomized comparative clinical trial data for personalized treatment selections.Biostatistics. 2010 Sep 28.
20876663
Cai T, Parast L, Ryan L.Meta-analysis for rare events.Stat Med. 2010 Sep 10;29(20):2078-89.
20623822
Cai T, Gerds TA, Zheng Y, Chen J.Robust Prediction of t-Year Survival with Data from Multiple Studies.Biometrics. 2010 Jul 28.
20670303
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
20651170
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.
19397579
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.
19946374
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.
18945268
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.
19655041
Cai T, Huang J, Tian L.Regularized estimation for the accelerated failure time model.Biometrics. 2009 Jun;65(2):394-404.
18573133
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.Biostatisti
18922759
Gerds TA,Cai T,Schumacher M.The performance of risk prediction models.Biom J. 2008 Aug;50(4):457-79. Review.
18663757
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.
18056687
Cai T, Zheng Y.Model checking for ROC regression analysis.Biometrics. 2007 Mar;63(1):152-63.
17447940
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 A
17449767
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.
Tian L, Cai T, Goetghebeur E, Wei LJ.Model Evaluation Based on the Distribution of Estimated Absolute Prediction Error.Biometrika.;94:297-311.
Chuang SK, Cai T.Predicting clustered dental implant survival using frailty methods.J Dent Res. 2006 Dec;85(12):1147-51.
17122171
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.
16892911
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.
16542256
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.
16079162
Cai T, Moskowitz CS.Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test.Biostatistics. 2004 Oct;5(4):573-86.
15475420
Pepe MS, Cai T.The analysis of placement values for evaluating discriminatory measures.Biometrics. 2004 Jun;60(2):528-35.
15180681
Cai T, Betensky RA.Hazard regression for interval-censored data with penalized spline.Biometrics. 2003 Sep;59(3):570-9.
14601758

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DF/HCC Directory Login Update Member Profile Change Account Settings Applying for Membership Benefits Requirements Responsibilities	Tianxi Cai, DSc Publications 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. 21337601 Cai T, Tonini G, Lin X.Kernel Machine Approach to Testing the Significance of Multiple Genetic Markers for Risk Prediction.Biometrics. 2011 Jan 31. 21281275 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. 21240882 Cai T, Tian L, Wong PH, Wei LJ.Analysis of randomized comparative clinical trial data for personalized treatment selections.Biostatistics. 2010 Sep 28. 20876663 Cai T, Parast L, Ryan L.Meta-analysis for rare events.Stat Med. 2010 Sep 10;29(20):2078-89. 20623822 Cai T, Gerds TA, Zheng Y, Chen J.Robust Prediction of t-Year Survival with Data from Multiple Studies.Biometrics. 2010 Jul 28. 20670303 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 20651170 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. 19397579 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. 19946374 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. 18945268 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. 19655041 Cai T, Huang J, Tian L.Regularized estimation for the accelerated failure time model.Biometrics. 2009 Jun;65(2):394-404. 18573133 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.Biostatisti 18922759 Gerds TA,Cai T,Schumacher M.The performance of risk prediction models.Biom J. 2008 Aug;50(4):457-79. Review. 18663757 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. 18056687 Cai T, Zheng Y.Model checking for ROC regression analysis.Biometrics. 2007 Mar;63(1):152-63. 17447940 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 A 17449767 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. Tian L, Cai T, Goetghebeur E, Wei LJ.Model Evaluation Based on the Distribution of Estimated Absolute Prediction Error.Biometrika.;94:297-311. Chuang SK, Cai T.Predicting clustered dental implant survival using frailty methods.J Dent Res. 2006 Dec;85(12):1147-51. 17122171 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. 16892911 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. 16542256 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. 16079162 Cai T, Moskowitz CS.Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test.Biostatistics. 2004 Oct;5(4):573-86. 15475420 Pepe MS, Cai T.The analysis of placement values for evaluating discriminatory measures.Biometrics. 2004 Jun;60(2):528-35. 15180681 Cai T, Betensky RA.Hazard regression for interval-censored data with penalized spline.Biometrics. 2003 Sep;59(3):570-9. 14601758
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