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Transfer learning for high‐dimensional linear regression : Prediction, estimation and minimax optimality
Li, Sai; Cai, T. Tony; Li, Hongzhe - In: Journal of the Royal Statistical Society: Series B … 84 (2021) 1, pp. 149-173
Persistent link: https://www.econbiz.de/10012810814
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False discovery rate control for high dimensional networks of quantile associations conditioning on covariates
Xie, Jichun; Li, Ruosha - In: Journal of the Royal Statistical Society: Series B … 80 (2018) 5, pp. 1015-1034
Persistent link: https://www.econbiz.de/10012097272
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Confidence intervals for causal effects with invalid instruments by using two‐stage hard thresholding with voting
Guo, Zijian; Kang, Hyunseung; Tony Cai, T.; Small, Dylan S. - In: Journal of the Royal Statistical Society: Series B … 80 (2018) 4, pp. 793-815
Persistent link: https://www.econbiz.de/10012097264
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Covariate‐assisted ranking and screening for large‐scale two‐sample inference
Tony Cai, T.; Sun, Wenguang; Wang, Weinan - In: Journal of the Royal Statistical Society: Series B … 81 (2019) 2, pp. 187-234
Persistent link: https://www.econbiz.de/10012097286
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Signal classification for the integrative analysis of multiple sequences of large-scale multiple tests
Xiang, Dongdong; Zhao, Sihai Dave; Tony Cai, T. - In: Journal of the Royal Statistical Society: Series B … 81 (2019) 4, pp. 707-734
Persistent link: https://www.econbiz.de/10012097305
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High dimensional linear discriminant analysis : optimality, adaptive algorithm and missing data
Tony Cai, T.; Zhang, Linjun - In: Journal of the Royal Statistical Society: Series B … 81 (2019) 4, pp. 675-705
Persistent link: https://www.econbiz.de/10012097308
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Semisupervised inference for explained variance in high dimensional linear regression and its applications
Tony Cai, T.; Guo, Zijian - In: Journal of the Royal Statistical Society: Series B … 82 (2020) 2, pp. 391-419
Persistent link: https://www.econbiz.de/10012284206
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Optimal statistical inference for individualized treatment effects in high‐dimensional models
Cai, Tianxi; Tony Cai, T.; Guo, Zijian - In: Journal of the Royal Statistical Society: Series B … 83 (2021) 4, pp. 669-719
Persistent link: https://www.econbiz.de/10012636987