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Heng Peng
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Year
Nonconcave penalized likelihood with a diverging number of parameters
J Fan, H Peng
11472004
Robust Rank Correlation Based Screening
G Li, H Peng, J Zhang, L Zhu
Arxiv preprint arXiv:1012.4255, 2012
3652012
On sliced inverse regression with high-dimensional covariates
L Zhu, B Miao, H Peng
Journal of the American Statistical Association 101 (474), 630-643, 2006
3052006
Model selection for Gaussian mixture models
T Huang, H Peng, K Zhang
Statistica Sinica, 147-169, 2017
1552017
Model selection in linear mixed effect models
H Peng, Y Lu
Journal of Multivariate Analysis 109, 109-129, 2012
1462012
Nonconcave penalized M-estimation with a diverging number of parameters
G Li, H Peng, L Zhu
Statistica Sinica, 391-419, 2011
1232011
Nonparametric transition-based tests for jump diffusions
Y Ait-Sahalia, J Fan, H Peng
Journal of the American Statistical Association 104 (487), 1102-1116, 2009
1092009
Penalized least squares for single index models
H Peng, T Huang
Journal of Statistical Planning and Inference 141 (4), 1362-1379, 2011
952011
Semilinear high-dimensional model for normalization of microarray data: a theoretical analysis and partial consistency
J Fan, H Peng, T Huang
Journal of the American Statistical Association 100 (471), 781-796, 2005
952005
Nonparametric independence screening and structure identification for ultra-high dimensional longitudinal data
MY Cheng, T Honda, J Li, H Peng
702014
Two samples tests for functional data
C Zhang, H Peng, JT Zhang
Communications in Statistics—Theory and Methods 39 (4), 559-578, 2010
632010
Cancer patients' attitudes towards Chinese medicine: a Hong Kong survey
Y Lam, C Cheng, H Peng, C Law, X Huang, Z Bian
Chinese Medicine 4, 1-8, 2009
532009
Simultaneous confidence band and hypothesis test in generalised varying-coefficient models
W Zhang, H Peng
Journal of Multivariate Analysis 101 (7), 1656-1680, 2010
492010
Selection and combination of biomarkers using ROC method for disease classification and prediction
H Lin, L Zhou, H Peng, XH Zhou
Canadian Journal of Statistics 39 (2), 324-343, 2011
462011
Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics
X Hu, J Zhao, Z Lin, Y Wang, H Peng, H Zhao, X Wan, C Yang
Proceedings of the National Academy of Sciences 119 (28), e2106858119, 2022
41*2022
Dimension reduction and predictor selection in semiparametric models
Z Yu, L Zhu, H Peng, L Zhu
Biometrika 100 (3), 641-654, 2013
342013
MR-LDP: a two-sample Mendelian randomization for GWAS summary statistics accounting for linkage disequilibrium and horizontal pleiotropy
Q Cheng, Y Yang, X Shi, KF Yeung, C Yang, H Peng, J Liu
NAR genomics and bioinformatics 2 (2), lqaa028, 2020
312020
Simultaneous confidence bands and hypothesis testing for single-index models
G Li, H Peng, K Dong, T Tong
Statistica Sinica, 937-955, 2014
312014
Smoothed rank correlation of the linear transformation regression model
H Lin, H Peng
Computational Statistics & Data Analysis 57 (1), 615-630, 2013
312013
ICA with sparse connections: Revisited
K Zhang, H Peng, L Chan, A Hyvärinen
Independent Component Analysis and Signal Separation: 8th International …, 2009
312009
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Articles 1–20