Rui Song
Welcome to my homepage. I am an assistant professor in the Department of Statistics at Colorado State University. I got my Ph.D. in Statistics from University of Wisconsin-Madison in 2006.
Teaching:
- STAT 501 (Fall 09) Statistical
Science
- STAT 640 (Spring 10) Design and
Linear Modeling
- STAT 740 (Spring 10) Introduction
to Empirical Processes and Semiparametric Inference
Research Interest:
High Dimensional Statistical Learning
Dynamic Treatment Regime and Reinforcement
Learning
Empirical processes and Semiparametric
Inference
Survival Analysis, Change-Point Analysis
Biased Sampling and Missing data
Design and Analysis of Clinical Trials
Bioinformatics
Publication:
- Kosorok,
M. R. and Song, R. (2007).
Inference under right censoring for transformation models with a
change-point based on a covariate threshold. Annals of Statistics.
35, 957--989.
- Song, R., Cook, T. D., Kosorok, M. R. (2007). What we want Versus what we can get: A closer look at endpoints for cardiovascular studies. Journal of Biopharmaceutical Statistics. 18(2), 370--381.
- Song, R., Kosorok, M. R. and Cai, J. (2008). Robust covariate-adjusted log-rank statistics and corresponding sample size formula for recurrent events data. Biometrics, 64, 741—750.
- Meunier, J., Song, R. , Scott, R. L., Doherty, E. K., David O. E., Andersen, E. and Bruggink, G. J. (2008). Proximate cues for a short distance migratory species: A new application of survival analysis. Journal of Wildlife Management. 72(2), 440--448.
- Anand, I., Carson, P., Galle E., Song, R., Boehmer, J., Ghali, K.J., Jaski, B., Lindenfeld, J., O'Connor, C., Steinberg, R.J., Leigh, J., Yong, P., Kosorok, M. R., Feldman, A.M., DeMets, D. and Bristow, M. R. (2009). Cardiac Resynchronization Therapy Reduces the Risk of Hospitalizations in Patients With Advanced Heart Failure: Results From the Comparison of Medical Therapy, Pacing and Defibrillation in Heart Failure (COMPANION) Trial. Circulation 119, 969--977.
- Song, R., Zhou, H. and Kosorok, M. R. (2009). On Semiparametric efficient inference for two-stage outcome-dependent-sampling with a continuous outcome. Biometrika, 96, 221--228.
- Song, R., Kosorok, M. R. and Fine, J. P. (2009). On Asymptotically optimal tests under loss of identifiability in semiparametric models. Annals of Statistics, 37, 2409--2444.
- Song, R. and Cai, J. (2009). A simultaneous covariate-adjusted score test statistic for recurrent events and death. To Appear in the Lifetime Data Analysis.
- Zhou, H., Song, R. and Qin, J. (2009). Statistical inference for a two-stage outcome-dependent sampling design with a continuous outcome. (Under Revision).
- Fan, J. and Song, R. (2009) Sure independence screening in generalized linear models with NP-dimensionality. (Under Revision).
- Song, R., Kosorok, M. R. and Ma, S. (2009). The change-point Cox model with current status data. (Submitted)
- Fan, J., Feng, Y. and Song, R. (2009). Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models. (Submitted)
Contact Information:
Rui Song
204 Statistics Building
Department of Statistics
Colorado State University
Fort Collins CO 80526-1877