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1. Zhang, X. (2015). Consistency of model averaging estimators. Economic Letters, in press.
2. Ma, Y. and Zhang, X. (2015). A validated information criterion to determine the structural dimension
in dimension reduction. Biometrika, in press.
3. Zhang, X., Zou, G. and Carroll, R.J. (2015). Model averaging based on Kullback-Leibler distance.
Statistic Sinica, in press.
4. Zhang, X., Cao, J. and Carroll, R.J. (2015). On the selection of ordinary differential equation
models with application to predator-prey dynamical models. Biometrics, in press.
5. Zhang, X., Zou, G. and Liang, H. (2014). Model averaging and weight choice in linear mixedeffects
models. Biometrika, 101, 205-218.
6. Wan, A.T.K., Zhang, X. and Wang, S. (2014). Frequentist model averaging for multinomial and
ordered logit models. International Journal of Forecasting, 30, 118-128.
2
7. Zhang, X. (2013). Model averaging with covariates that are missing completely at random. Economic
Letters, 121, 360-363.
8. Zhang, X., Lu, Z. and Zou, G. (2013). Adaptively combined forecasting for discrete response
time series. Journal of Econometrics, 176, 80-91.
9. Zhang, X., Wan, A.T.K. and Zou, G. (2013). Jackknife model averaging under a general covariance
structure. Journal of Econometrics, 174, 82-94.
10. Chen, X., Zou, G. and Zhang, X. (2013). Frequentist model averaging for linear mixed-effects
models. Frontiers of Mathematics in China, 8, 497-515.
11. Yu, D., Zhang, X. and Yau, K.K.W. (2013). Information based model selection criteria for generalized
linear mixed models with unknown variance component parameters. Journal of Multivariate
Analysis, 116, 245-262.
12. Zhang, X., Zou, G. and Liang, H. (2013). Choice of weights in FMA estimators under general
parametric models. Science China Mathematics, 56, 443-457.
13. Zhang, X., Wan, A.T.K. and Zhou, Z. (2012). Focused information criteria, model selection and
model averaging in a Tobit model with a non-zero threshold. Journal of Business and Economic
Statistics, 30, 132 - 142.
14. Liang, H., Zou, G.,Wan, A.T.K. and Zhang, X. (2011). On optimal weight choice in a frequentist
model averaging estimator. Journal of American Statistical Association, 106, 1053 - 1066.
15. Zhang, X. and Liang, H. (2011). Focused information criterion and model averaging for generalized
additive partial linear models. Annals of Statistics, 39, 174 - 200.
16. Magnus, J.,Wan, A.T.K. and Zhang, X. (2011). WALS estimation with nonspherical disturbances
and an application to the Hong Kong housing market. Computational Statistics Data Analysis,
55, 1131 - 1141.
17. Wan, A.T.K., Zhang, X.* and Zou, G. (2010). Least squares model averaging by Mallows criterion.
Journal of Econometrics, 156, 277 - 283. (*Co-first author).
18. Wan, A.T.K. and Zhang, X. (2009). On the use of model averaging in tourism research. Annals
of Tourism Research, 36, 525 - 532.
19. Liang, H., Qin, Y., Zhang, X. and Ruppert, D. (2009). Empirical-likelihood-based inferences for
generalized partially linear models. Scandinavian Journal of Statistics, 11, 433 - 443.
20. Zhang, X., Chen, T.,Wan, A.T.K. and Zou, G. (2009). Robustness of Stein-type estimators under
a non-scalar error covariance structure. Journal of Multivariate Analysis, 100, 2376 - 2388.
21. Wang, H., Zhang, X. and Zou, G. (2009). Frequentist model averaging estimation: A review.
Journal of Systems Science and Complexity, 22(4), 732 - 748.
22. Li, G., Zou, G. and Zhang, X. (2012). Model selection for high-dimensional data: A review.
Application of Statistics and Management, 31, 640 - 658. (in Chinese)
3
23. Zhang, X. and Zou, G. (2011). Model averagingmethod and its application. Statistical Research,
28, 98 - 103. (in Chinese)
24. Chen, T., Zou, G. and Zhang, X. (2008). On the sensitivity of LME predictors to covariance
misspecification. Application of Statistics and Management, 27, 869 - 880. (in Chinese)
2. Ma, Y. and Zhang, X. (2015). A validated information criterion to determine the structural dimension
in dimension reduction. Biometrika, in press.
3. Zhang, X., Zou, G. and Carroll, R.J. (2015). Model averaging based on Kullback-Leibler distance.
Statistic Sinica, in press.
4. Zhang, X., Cao, J. and Carroll, R.J. (2015). On the selection of ordinary differential equation
models with application to predator-prey dynamical models. Biometrics, in press.
5. Zhang, X., Zou, G. and Liang, H. (2014). Model averaging and weight choice in linear mixedeffects
models. Biometrika, 101, 205-218.
6. Wan, A.T.K., Zhang, X. and Wang, S. (2014). Frequentist model averaging for multinomial and
ordered logit models. International Journal of Forecasting, 30, 118-128.
2
7. Zhang, X. (2013). Model averaging with covariates that are missing completely at random. Economic
Letters, 121, 360-363.
8. Zhang, X., Lu, Z. and Zou, G. (2013). Adaptively combined forecasting for discrete response
time series. Journal of Econometrics, 176, 80-91.
9. Zhang, X., Wan, A.T.K. and Zou, G. (2013). Jackknife model averaging under a general covariance
structure. Journal of Econometrics, 174, 82-94.
10. Chen, X., Zou, G. and Zhang, X. (2013). Frequentist model averaging for linear mixed-effects
models. Frontiers of Mathematics in China, 8, 497-515.
11. Yu, D., Zhang, X. and Yau, K.K.W. (2013). Information based model selection criteria for generalized
linear mixed models with unknown variance component parameters. Journal of Multivariate
Analysis, 116, 245-262.
12. Zhang, X., Zou, G. and Liang, H. (2013). Choice of weights in FMA estimators under general
parametric models. Science China Mathematics, 56, 443-457.
13. Zhang, X., Wan, A.T.K. and Zhou, Z. (2012). Focused information criteria, model selection and
model averaging in a Tobit model with a non-zero threshold. Journal of Business and Economic
Statistics, 30, 132 - 142.
14. Liang, H., Zou, G.,Wan, A.T.K. and Zhang, X. (2011). On optimal weight choice in a frequentist
model averaging estimator. Journal of American Statistical Association, 106, 1053 - 1066.
15. Zhang, X. and Liang, H. (2011). Focused information criterion and model averaging for generalized
additive partial linear models. Annals of Statistics, 39, 174 - 200.
16. Magnus, J.,Wan, A.T.K. and Zhang, X. (2011). WALS estimation with nonspherical disturbances
and an application to the Hong Kong housing market. Computational Statistics Data Analysis,
55, 1131 - 1141.
17. Wan, A.T.K., Zhang, X.* and Zou, G. (2010). Least squares model averaging by Mallows criterion.
Journal of Econometrics, 156, 277 - 283. (*Co-first author).
18. Wan, A.T.K. and Zhang, X. (2009). On the use of model averaging in tourism research. Annals
of Tourism Research, 36, 525 - 532.
19. Liang, H., Qin, Y., Zhang, X. and Ruppert, D. (2009). Empirical-likelihood-based inferences for
generalized partially linear models. Scandinavian Journal of Statistics, 11, 433 - 443.
20. Zhang, X., Chen, T.,Wan, A.T.K. and Zou, G. (2009). Robustness of Stein-type estimators under
a non-scalar error covariance structure. Journal of Multivariate Analysis, 100, 2376 - 2388.
21. Wang, H., Zhang, X. and Zou, G. (2009). Frequentist model averaging estimation: A review.
Journal of Systems Science and Complexity, 22(4), 732 - 748.
22. Li, G., Zou, G. and Zhang, X. (2012). Model selection for high-dimensional data: A review.
Application of Statistics and Management, 31, 640 - 658. (in Chinese)
3
23. Zhang, X. and Zou, G. (2011). Model averagingmethod and its application. Statistical Research,
28, 98 - 103. (in Chinese)
24. Chen, T., Zou, G. and Zhang, X. (2008). On the sensitivity of LME predictors to covariance
misspecification. Application of Statistics and Management, 27, 869 - 880. (in Chinese)