Yuhong Yang
Selected Publications and Submissions
- Yuhong Yang and Andrew Barron (1998). An Asymptotic Property of Model Selection Criteria, IEEE Transaction on Information Theory, vol. 44, pp. 95-116.
- Yuhong Yang (1999). Model Selection for Nonparametric Regression, Statistica Sinica, vol. 9, pp. 475-499.
- Yuhong Yang (1999). Minimax Nonparametric
Classification---Part I: Rates of Convergence, IEEE
Transaction on Information Theory, vol. 45, pp. 2271-2284.
- Yuhong Yang (1999). Minimax Nonparametric
Classification---Part II: Model Selection for Adaptation, IEEE
Transaction on Information Theory, vol. 45, pp. 2285-2292.
- Yuhong Yang and Andrew Barron (1999). Information Theoretic
Determination of Minimax Rates of Convergence,
Annals of Statistics , vol. 27,
pp. 1564-1599.
- Yuhong Yang (2000). Mixing Strategies for Density Estimation,
Annals of Statistics , vol. 28,
pp. 75-87.
- Yuhong Yang (2000). Combining Different Procedures for Adaptive
Regression, Journal of Multivariate Analysis ,
vol. 74, pp. 135-161.
- Yuhong Yang (2000). Adaptive Estimation in Pattern Recognition by Combining
Different Procedures, Statistica
Sinica, vol. 10, pp. 1069-1089.
- Jean Opsomer, Yuedong Wang, and Yuhong Yang (2001). Nonparametric regression with correlated errors,
Statistical Science, vol. 16, 134-153.
- Yuhong Yang (2001). Minimax rate adaptive estimation over
continuous hyper-parameters, IEEE
Transaction on Information Theory, vol. 47, pp. 2081-2085.
- Yuhong Yang (2001). Adaptive regression by mixing,
Journal of American Statistical
Association, vol. 96, pp. 574-588.
- Yuhong Yang (2001). Nonparametric regression and prediction
with dependent errors. A shorter version appeared in
Bernoulli.
vol. 7(4), pp. 633-655. [postscript]
- Yuhong Yang and Dan Zhu (2002). Randomized allocation with nonparametric estimation for a multi-armed bandit
problem with covariates. Annals of
Statistics, vol. 30, pp. 100-121.
- Yuhong Yang (2003). Regression with multiple candidate models:
selecting or mixing? Statistica
Sinica, vol. 13, 783-809.
- Hui Zou and Yuhong Yang (2004). Combining time series
models for forecasting, International Journal of
Forecasting, vol. 20, 69-84.
- Yuhong Yang (2004). Combining forecasting procedures: some
theoretical results, Econometric
Theory, vol. 20, 176-222.
- Yuhong Yang (2004). Aggregating regression procedures to
improve performance, Bernoulli, vol. 10, 25-47.
(An older version is Pre-print #1999-17 at ISU Department of Statistics [pdf])
- Zheng Yuan and Yuhong Yang (2005). Combining Linear
Regression Models: When and How? JASA, 100, 1202-1204.
- Yuhong Yang (2003). Can The Strengths of AIC and BIC Be
Shared? [pdf]
A
revision appeared on Biometrika, 92, 937-950, 2005. Two typos appeared
in the Biometrika version due to a mistake in math format change: on lines 4 and
6 of page 947, the factor 2 should be in the denominator.
- Zhuo Chen and Yuhong Yang (2004). Assessing Forecast
Accuracy Measures. submitted [pdf].
- Minhui Paik and Yuhong Yang (2004). Combining Nearest Neighbor
Classifiers Versus Cross Validation Selection. Statistical Applications
in Genetics and Molecular Biology, vol. 3, No. 1, Article 12. http://www.bepress.com/sagmb/vol3/iss1/art12
- Yuhong Yang and Greg Rempala (2004). A Note on Multiple Tests For Gene
Expression Data. Submitted.
- Yuhong Yang (2006). Comparing Learning Methods for
Classification. Statistica Sinica , vol. 16, 635-657.
- Yuhong Yang (2007). Prediction/Estimation with Simple
Linear Model: Is It Really that Simple? Econometric
Theory. vol. 23, 1-36.
- Zhuo Chen and Yuhong Yang (2007).
Time Series Models for Forecasting: Testing or Combining?, Studies in
Nonlinear Dynamics & Econometrics: Vol. 11: No. 1, Article 3.
http://www.bepress.com/snde/vol11/iss1/art3
- Lihua Chen, Panayotis Giannakouros, and Yuhong Yang (2007).
Model Combining in Factorial Data Analysis. Journal of
Statistical Planning and Inference. vol. 137, 2920-2934. [pdf]
- Yuhong Yang (2007). Consistency of Cross Validation for Comparing
Regression Procedures. Accepted by Annals of Statistics.
[pdf]
- Yuhong Yang (2007). How Powerful Can Any Regression Learning
Procedure Be? Proceedings of AI and Statistics 2007. [pdf]
- Yuhong Yang (2008). Localized Model Selection for Regression. Econometric Theory. vol. 24, 472-492. [pdf]
- Kejia Shan and Yuhong Yang (2008). Combining Regression Quantile Estimators. Accepted
by Statistica Sinica. [pdf]