DEPARTMENT OF APPLIED MATHEMATICS 81 Email by.jiang@polyu.edu.hk Qualification BSc (University of Science and Technology of China) PhD (National University of Singapore) ORCID ID 0000-0002-1992-4815 Dr JIANG Binyan Associate Professor Research Overview I am generally interested in Statistics and Applied Probability, with a current emphasis on classification problems for data with complex structure and statistical network data analysis. Representative Publications • Two-mode networks: inference with as many parameters as actors and differential privacy (2022), JMLR, 292, 1-38. • Entropy Learning for Dynamic Treatment Regimes (2019) Statistica Sinica – Discussion paper, 29, 1633-1710 • Statistical inference in a directed network model with covariates (2019), JASA, 114, 857-68 • A direct approach for sparse quadratic discriminant analysis (2018), JMLR, 19, 1-37 • Multicategory reclassification statistics for assessing improvements in diagnostic accuracy (2013), Biostatistics, 14(2), 382-94 • On the sparsity of signals in a random sample (2012), Biometrika, 99(4), 915-28
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