Publications

Publications

Cai T, Wei LJ, and Wilcox M. Semi-Parametric Regression Analysis for Clustered Failure Time Data. Biometrika, 2000; 87:867-878.

Cai T and Wei LJ. Regression Analysis for Multivariate Failure Time Observations. Asymptotics in Statistics & Probability, 2000; 47-70.

Cai T, Cheng S, Wei LJ. Semi-parametric Random Effects Models for Clustered Failure Time Data. J Am Stat Assoc, 2002; 97: 514-22.

Cai T, Hyndman RJ, Wand M. Mixed Model-based Hazard Estimation. J Computational & Graphical Statistics, 2002; 4: 784-98.

Cai T and Pepe MS.  Semiparametric Receiver Operating Characteristic Analysis to Evaluate Biomarkers for Disease. J Am Stat Assoc, 2002; 97: 1099-1107.

Cai T and Betensky RA.  Hazard Regression for Interval Censored Data. Biometrics, 2003; 59: 570-9.

Cai T. Semi-parametric ROC Regression Analysis with placement values. Biostatistics, 2004; 5:45-60.

Cai T and Cheng S. Semi-Parametric Regression Analysis for Doubly Censored Data. Biometrika, 2004; 91; 2: 277-290.

Pepe MS and Cai T*. The Analysis of Placement Values for Evaluating Discriminatory Measures. Biometrics, 2004; 60: 528-535. (*: equal contributor).

Cai T and Moskowitz C. Semiparametric Estimation of the Binormal ROC Curve. Biostatistics, 2004; 5:  573-86.

Cai T, Tian L, Wei LJ. Semiparametric Box-Cox Power Transformation Models for Censored Survival Observations. Biometrika, 2005; 92: 619-32.

Cai, T, Pepe, MS, . Zheng, Y, Lumley, T and Jenney, NS. The Sensitivity and Specificity of Markers for Event Times. Biostatistics, 2006, 72: 182-97.

Cai, T, Gilbert, P and Self, S. Joint Inference on Vaccine Efficacy Against Infection and Disease with Application to the First HIV Vaccine Efficacy Trial. J Biopharm Stat. 2006, 16:517-38.

Cai, T. and Zheng, Y: Model Checking for ROC Regression Analysis. Biometrics, 2007, 63:152-63.

Cai, T and Dodd, L. Regression Analysis for the Partial Area Under the ROC Curve. Statistica Sinica, 2008; 18(3):817-836.

Cai, T, Tian, L, Solomn, S and Wei, L.J.: Predicting Future Responses Based on Possibly Misspecified Working Models. Biometrika, 2008, 95(1):75-92.

Cai, T and Cheng, S. Robust Combination of Multiple Diagnostic Tests for Classifying Censored Event Times. Biostatistics, 2008, 9(2):216-233.

Cai, T, Huang, J and Tian, L: Regularized Estimation for the Accelerated Failure Time Model. Biometrics, 2008, in press.