Refereed Articles in Journals and Lecture Notes:

 

1.      Michael Woodroofe and Ruby C. Weng.   "Comments on hybrid sampling methods for confidence intervals." Statistica Sinica, Vol. 10, No. 1, pp.33-36, 2000.

2.      Ruby C. Weng and Michael Woodroofe. , Integrable expansions for posterior distributions for multiparameter exponential families -- with applications to sequential confidence levels.Statistica Sinica, 10(3), 693-713, 2000.

3.      Ki Heon Choi, Ruby C Weng, and Michael Woodroofe, Sequential confidence intervals for a population size with fixed proportional accuracy.Sequential Analysis, 20(1), 25-43, 2001.

4.      Ruby C. Weng, On Steins Identity for Posterior Normality. Statistica Sinica, 13(2), 495-506, 2003.

5.      M.-W. Chang, C.-J. Lin, and Ruby C. Weng. Analysis of Switching Dynamics with Competing Support Vector Machines. IEEE Transactions on Neural Networks, 15(3), 720-727, 2004.

6.      T.-F. Wu, C.-J. Lin, and Ruby C. Weng.Probability Estimates for Multi-class Classification by Pairwise Coupling.Journal of Machine Learning Research, 5, 975-1005, 2004.  (A short version appears in NIPS 2003.)

7.      Ruby C. Weng and Michael Woodroofe, Approximate confidence sets for a stationary AR(p) process. Journal of Statistical Planning and Inference, 136, 2719-2745, 2006.

8.      T.-K. Huang, Ruby C. Weng, and C.-J. Lin.A Generalized Bradley-Terry Model: From Group Competition to Individual Skill.Journal of Machine Learning Research, 7, 85-115, 2006. A short version of this paper appears in NIPS 2004.

9.      Ruby C. Weng and Steve Coad, Corrected confidence intervals for secondary parameters following sequential tests. IMS Lecture Notes and Monograph Series on Recent Developments in Nonpaametric Inference and Probability, 50, 80-104, 2006.

10.   Ruby C. Weng and W.-C. Tsai, Asymptotic Posterior Normality for Multiparameter Problems. Journal of Statistical Planning and Inference, 138, 4068-4080, 2008. 

11.   C.-J. Lin, R. C. Weng, and S. S. Keerthi. Trust region Newton method for large-scale logistic regression.  Journal of Machine Learning Research 9, 627-650, 2008.  (A short version appears in ICML 2007.)

12.   T.-K. Huang, Ruby C. Weng, and C.-J. Lin. Ranking individuals by group comparisons.Journal of Machine Learning Research, 9, 2187-2216, 2008. SCI. (A short version appears in ICML 2006.)

13.   S.-C. Chen, Ruby C. Weng, and T. Huang. Corrected confidence intervals for parameters in adaptive linear models. Journal of Statistical Planning and Inference, 140(1), 297-309, 2010.

14.   Ruby C. Weng. A Bayesian Edgeworth expansion by Stein's Identity.Bayesian Analysis, 5(4), 741-764, 2010. R codes.

15.   Ruby C. Weng and C.-J. Lin. A Bayesian approximation method for online ranking. Accepted by Journal of Machine Learning Research, 2010.

16.   Ruby C. Weng and C.-H. Hsu. A study of expansion of posterior distributions.2010, R codes.