Yang, Yuhong

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Articles (40)

• Yang, Yuhong, Yang, Wenjing. Toward an objective and reproducible model choice via variable selection deviation. Biometrics 2017. 73:20-30
• Yang, Yuhong, Qian, Wei. Randomized allocation with arm elimination in a bandit problem with covariates. Electronic Journal of Statistics 2016. 10:242-270
• Yang, Yuhong, Zhu, Xiaoyi. Variable selection after screening: with or without data splitting?. Computational Statistics 2015. 30:191-203
• Ferrari, Davide, Yang, Yuhong. Confidence sets for model selection by F-testing. Statistica Sinica 2015. 25:1637-1658
• Yang, Yuhong, Rolling, Craig A.. Model selection for estimating treatment effects. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014. 76:749-769
• Rempala, Grzegorz A., Yang, Yuhong. On permutation procedures for strong control in multiple testing with gene expression data. Statistics and Its Interface 2013. 6:79-89
• Yang, Yuhong, Qian, Wei. Model selection via standard error adjusted adaptive lasso. Annals of the Institute of Statistical Mathematics 2013. 65:295-318
• Yang, Yuhong, Liu, Song. Combining models in longitudinal data analysis. Annals of the Institute of Statistical Mathematics 2012. 64:233-254
• Wei, Xiaoqiao, Yang, Yuhong. Robust combination of model selection methods for prediction. Statistica Sinica 2012. 22:1021-1040
• Liu, Wei, Yang, Yuhong. Parametric or nonparametric? A parametricness index for model selection. The Annals of Statistics 2011. 39:2074-2102
• Yang, Yuhong, Ferrari, Davide. Maximum Lq-likelihood estimation. The Annals of Statistics 2010. 38:753-783
• Ferrari, Davide, Yang, Yuhong. Maximum $L_q$-likelihood estimation. The Annals of Statistics 2010. 38:753-783
• Shan, Kejia, Yang, Yuhong. Combining regression quantile estimators. Statistica Sinica 2009. 19:1171-1191
• Yang, Yuhong. Elements of Information Theory (2nd ed.). Thomas M. Cover and Joy A. Thomas. Journal of the American Statistical Association 2008. 103:429-429
• Yang, Yuhong. Consistency of cross validation for comparing regression procedures. The Annals of Statistics 2007. 35:2450-2473
• Chen, Lihua, Giannakouros, Panayotis, Yang, Yuhong. Model combining in factorial data analysis. Journal of Statistical Planning and Inference 2007. 137:2920-2934
• Chen, Zhuo, Yang, Yuhong. Time Series Models for Forecasting: Testing or Combining?. Studies in Nonlinear Dynamics and Econometrics 2007. 11:NA-NA
• Chen, Lihua, Giannakouros, Panayotis, Yang, Yuhong. Model combining in factorial data analysis. Journal of Statistical Planning and Inference 2007. 137:2920-2934
• Yang, Yuhong. Comparing learning methods for classification. Statistica Sinica 2006. 16:635-657
• Yuan, Zheng, Yang, Yuhong. Combining linear regression models: When and how?. Journal of the American Statistical Association 2005. 100:1202-1214
• Oh, Jong-Chul, Lu, Yun, Yang, Yuhong. Adaptive Regression by Mixing for Fixed Design. Communications for Statistical Applications and Methods 2005. 12:713-727
• Yang, Yuhong. Can the strengths of AIC and bic be shared? A conflict between model indentification and regression estimation. Biometrika 2005. 92:937-950
• Yang, Yuhong. Information theory, inference, and learning algorithms. David J. C. Mackay. Journal of the American Statistical Association 2005. 100:1461-1462
• Yang, Yuhong. Nonlinear estimation and classification. David d. Denison, mark h. Hansen, Christopher C. Holmes, bani mallick, and bin Yu (eds.).. Journal of the American Statistical Association 2004. 99:561-561
• Paik, Minhui, Yang, Yuhong. Combining nearest neighbor classifiers versus cross-validation selection. Statistical Applications in Genetics and Molecular Biology 2004. 3:N/A-N/A
• Zou, Hui, Yang, Yuhong. Combining time series models for forecasting. International Journal of Forecasting 2004. 20:69-84
• Yang, Yuhong. Combining forecasting procedures: Some theoretical results. Econometric Theory 2004. 20:176-222
• Yang, Yuhong. Aggregating regression procedures to improve performance. Bernoulli 2004. 10:25-47
• Yang, Yuhong. Regression with multiple candidate models: Selecting or mixing?. Statistica Sinica 2003. 13:783-809
• Zhu, Dan, Yang, Yuhong. Randomized Allocation with nonparametric estimation for a multi-armed bandit problem with covariates. The Annals of Statistics 2002. 30:100-121
• Yang, Yuhong, Zhu, Dan. Randomized allocation with nonparametric estimation for a multi-armed bandit problem with covariates. The Annals of Statistics 2002. 30:100-121
• Yang, Yuhong. Adaptive regression by mixing. Journal of the American Statistical Association 2001. 96:574-588
• Opsomer, Jean, Wang, Yuedong, Yang, Yuhong. Nonparametric regressin with correlated errors. Statistical Science 2001. 16:134-153
• Yang, Yuhong. Nonparametric regression with dependent errors. Bernoulli 2001. 7:633-655
• Yang, Yuhong. Adaptive estimation in pattern recognition by combining different procedures. Statistica Sinica 2000. 10:1069-1089
• Yang, Yuhong. Mixing strategies for density estimation. The Annals of Statistics 2000. 28:75-87
• Yang, Yuhong. Combining different procedures for adaptive regression. Journal of Multivariate Analysis 2000. 74:135-161
• Yang, Yuhong, Barron, Andrew. Information-theoretic determination of minimax rates of convergence. The Annals of Statistics 1999. 27:1564-1599
• Barron, Andrew, Yang, Yuhong. Information-theoretic determination of minimax rates of convergence. The Annals of Statistics 1999. 27:1564-1599
• Gratch, Jonathan, DeJong, Gerald, Yang, Yuhong. Rational learning: Finding a balance between utility and efficiency.