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Optimal sparse segment identification with application in copy number variation analysis

Jeng, X. Jessie; Cai, T. Tony; Li, Hongzhe - In: Journal of the American Statistical Association : JASA 105 (2010) 491, pp. 1156-1166

Persistent link: https://www.econbiz.de/10008738454

Variable selection in nonparametric varying-coefficient models for analysis of repeated measurements

Wang, Lifeng; Li, Hongzhe; Huang, Jianhua Z. - In: Journal of the American Statistical Association : JASA 103 (2008) 484, pp. 1556-1569

Persistent link: https://www.econbiz.de/10003814727

Microbiome, Metagenomics, and High-Dimensional Compositional Data Analysis

Li, Hongzhe - 2015

The human microbiome is the totality of all microbes in and on the human body, and its importance in health and disease has been increasingly recognized. High-throughput sequencing technologies have recently enabled scientists to obtain an unbiased quantification of all microbes constituting the...

Persistent link: https://www.econbiz.de/10013023891

Simultaneous testing of grouped hypotheses : finding needles in multiple haystacks

Cai, T. Tony; Sun, Wenguang - In: Journal of the American Statistical Association : JASA 104 (2009) 488, pp. 1467-1481

Persistent link: https://www.econbiz.de/10003992999

Estimating the null and the proportion of nonnull effects in large-scale multiple comparisons

Jin, Jiashun; Cai, T. Tony - In: Journal of the American Statistical Association : JASA 102 (2007) 478, pp. 495-506

Persistent link: https://www.econbiz.de/10003490306

Oracle and adaptive compound decision rules for false discovery rate control

Sun, Wenguang; Cai, T. Tony - In: Journal of the American Statistical Association : JASA 102 (2007) 479, pp. 901-912

Persistent link: https://www.econbiz.de/10003567983

Testing endogeneity with high dimensional covariates

Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. - In: Journal of econometrics 207 (2018) 1, pp. 175-187

Persistent link: https://www.econbiz.de/10012116193

Large-scale global and simultaneous inference : estimation and testing in very high dimensions

Cai, T. Tony; Sun, Wenguang - In: Annual review of economics 9 (2017), pp. 411-439

Persistent link: https://www.econbiz.de/10011911017

High-dimensional minimum variance portfolio estimation based on high-frequency data

Cai, T. Tony; Hu, Jianchang; Li, Yingying; Zheng, Xinghua - In: Journal of econometrics 214 (2020) 2, pp. 482-494

Persistent link: https://www.econbiz.de/10012439068