Selected Publications:
- Cao J, Stokes SL (2008). Bayesian IRT guessing models for partial guessing behaviors. Psychometrika 73, 209–230.
- Zhang S, Cao J (2009). A close examination of double filtering with fold change and t test in microarray analysis. BMC Bioinformatics, 10:402.
- Cao J, He C, Suedkamp Wells KM, Millspaugh JJ, Ryan MR (2009). Modeling age and nest-specific survival using a hierarchical Bayesian approach. Biometrics, 65, 1052–1062.
- Cao J, Moosman A, Johnson VE (2010). A Bayesian goodness-of-fit test for censored data. Biometrics, 66, 426–434.
- Cao J, Stokes SL, Zhang S (2010). A Bayesian approach to ranking and rater evaluation: an application to grant reviews. Journal of Educational & Behavioral Statistics, 35, 194–214.
- Cao J, Stokes SL (2010). Evaluation of wine judge performance through three characteristics: bias, discrimination, and variation. Journal of Wine Economics, 5(2), 132–142.
- Livingston EH, Cao J (2010). Procedure volume as a predictor of surgical outcomes. Journal of the American Medical Association, 304, 95–97.
- Cao J, Zhang S (2014). A Bayesian extension of the hypergeometric test for functional enrichment analysis. Biometrics, 70, 84–94.
- Olkin I, Lou Y, Stokes L, Cao J (2015). Analyses of wine-tasting data: A tutorial. Journal of Wine Economics, 10, 4–30.
- Zhang S, Cao J, Ahn C (2017). Inference and sample size calculation for clinical trials with incomplete observations of paired binary outcomes, Statistics in Medicine, 36, 581–591.
- Li D, Zhang S, Cao J (2019). Sample size calculation for clinical trials with correlated count measurements based on the negative binomial distribution. Statistics in Medicine, 38, 5413–5427.
- Li D, Cao J, Zhang S (2020). Power analysis for cluster randomized trials with multiple binary co-primary endpoints. Biometrics, 76, 1064–1074.
- Li D, Cao J, Zhang S (2020). Incorporating pragmatic features into power analysis for clustered randomization trials with a count outcome. Statistics in Medicine, 39, 4037–4050.
- Wang, J, Cao J, Zhang S, Ahn C (2021). A flexible sample size solution for longitudinal and crossover cluster randomized trials with continuous outcomes. Contemporary Clinical Trials, 109, p. 106543.