Academic Staff


Assistant Professor

Dr. Jiang Binyan
蔣濱雁博士

TU802, Yip Kit Chuen Bldg.

2766 6349

Personal Website


Qualifications
  • Ph.D. (Statistics), National University of Singapore 2012
  • B.S. (Statistics), University of Science and Technology of China 2007

 

Research Interests
  • High dimensional data analysis
  • Survival data analysis
  • Mixture models
  • Network data analysis

 

Selected Publications
  • Jiang, B. Chen, Z. and Leng, C. (2020) Dynamic linear discriminant analysis in high dimensional space. Bernoulli, 26, 1234-1268.
  • Jiang, B., Song, R., Li, J. and Zeng, D. (2019) Entropy learning for dynamic treatment regimes (with discussions). Statistica Sinica, 29, 1633-1710.
  • Yan, T., Jiang, B., Fienberg, S.E., and Leng, C. (2019) Statistical inference in a directed network model with covariates. Journal of the American Statistical Association, 114, 857-868.
  • Jiang, B., Wang, X. and Leng, C. (2018) A direct approach for sparse quadratic discriminant analysis. Journal of Machine Learning Research, 19 (31).
  • Jiang, B. (2015) An empirical estimator for the sparsity of a large covariance matrix under multivariate normal assumptions. Annals of the Institute of Statistical Mathematics, 67, 211-227.
  • Li, J., Jiang, B. and Fine, J. (2013) Multicategory Reclassification statistics for assessing improvements in diagnostic accuracy. Biostatistics, 14, 382-394.
  • Jiang, B. and Loh W-L. (2012) On the sparsity of signals in a random sample. Biometrika, 99, 915-928.


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