Publications
- Plascak, J., Rundle, A., Xu, X., Mooney, S., Schootman, M., Lu, B., Roy, J., Stroup, A. and Llanos, A. (2021).
Association Between Environmental Physical Disorder and Breast Cancer Outcomes within a Populous State Registry..
Cancer, Forecoming.
- Wu, P., Lu, B., Xu, X., Tong, X. and Jiang, Q. (2021).
Semiparametric Estimation for Average Causal Effects using Propensity Score-based Spline..
Journal of Statistical Planning and Inference, 212, 153-168.
- Yu, H., Xu, X. and Cao, D. (2021).
Adaptive Hypergeometric Inverted-Beta Priors for Sparse Sigals..
Journal of Statistical Computation and Simulations, 91, 396-419.
- Xu, X., Lu, P., MacEachern, S.N. and Xu, R. (2019).
Calibrated Bayes Factors for Model Comparison..
Journal of Statistical Computation and Simulations, 89, 591-614.
- Yin, J., Craigmile, P. F., Xu, X. and MacEachern, S.N. (2019).
Shape-constrained Semiparametric Additive Stochastic Volatility Models..
Statistical Theory and Related Fields, 3, 71-82.
- Du, J., Zhang, X., Xu, X. and Shi, J. (2018).
A Novel Critical Point Detection Method for Mechanical Deformation in Tightening Processes..
Journal of Manufacturing Systems, 48, 157-165.
- Li, Z., Xu, X. and Lu, B. (2017).
Small Area Estimation Strategies for Large Population Surveys: A Comparison of Design and Model Based Methods..
Journal of Statistical Computation and Simulations, 87, 817-833.
- Li, Z., Xu, X. and Shen, J. (2017).
Semiparametric Bayesian Analysis for Accelerated Failure Time Models with Cluster Structures.
Statistics in Medicine, 36, 3976-3989.
- Yin, J. and Xu, X. (2017).
Portfolio Optimization Using Constrained Hierarchical Bayes Models.
Statistical Theory and Related Fields, 1, 112-120.
- Li. Z., Xu, X. and Lu, B. (2016).
Small Area Estimation Strategies for Large Population Surveys: A Comparison of Design and Model Based Methods.
Journal of Statistical Computation and Simulations, 87, 817-833.
- Bean, A., Xu, X. and MacEachern, S.N. (2016).
Transformations and Bayesian density estimation.
Electronic Journal of Statistics, 10, 3355-3373.
- Xu, Z., MacEachern, S. N. and Xu, X. (2015).
Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, 372-382.
- Bai, Y. Xu, Z., Lu, B., Sun, Q., Tang, W., Liu, X., Yang, W., Xu, X. and Liu, Q. (2015).
Effects of Climate and Rodent Factors on Hemorrhagic Fever with Renal Syndrome in Chongqing, China, 1997-2008.
PLOS ONE, DOI:10.1371/journal.pone.0133218.
- Bai, Y., Xu, Z., Zhang, J., Mao, D., Luo, C., He, Y., Liang, G., Lu, B., Bisesi, M.S., Sun, Q., Xu, X., Yang, W., Liu, Q. (2014).
Regional Impact of Climate on Japanese Encephalitis in Areas Located near the Three Gorges Dam.
PLOS ONE, DOI: 10.1371/journal.pone.0084326.
- Xu, X. (2014).
Comment on Article by Rubio and Steel (Invited discussion of "Inference in Two-Piece Location-Scale Models with Jeffreys Priors" by Rubio and Steel) .
Bayesian Analysis, 9, 39-44.
- Xu, X., Pennell, M., Lu, B. and Murray, D. (2012).
Efficient Bayesian joint models for group randomized trials with multiple observation times and multiple outcomes.
Statistics in Medicine, 31, 2858-2871.
- George, E., Feng, L. and Xu, X. (2012).
From Minimax Shrinkage Estimation to Minimax Shrinkage Prediction.
Statistical Science, 27, 82-94.
- Hans, C., Allenby, G., Craigmile, P., Lee, J., MacEachern, M. and Xu, X. (2012).
Covariance Decompositions for Accurate Computation in Bayesian Scale-Usage Models.
Journal of Statistical and Graphical Statistics, 21, 538-557.
- Lu, B., Robert, G., Xu, X., and Beck, C. (2011).
Optimal Nonbipartite Matching and its Statistical Applications.
The American Statistician, 65, 21-30.
- Xu, X. and Zhou, D. (2011).
An empirical Bayes approach for high-dimensional predictive density estimation.
Journal of Multivariate Analysis, 102, 1417-1428.
- George, E. and Xu, X. (2010).
Bayesian predictive density estimation.
Book chapter in Chen, M., Dey, D.K., Muller, P., Sun, D. and Ye, K. (eds) "Frontier of Statistical Decision Making and Bayesian Analysis".
- Xu, X. and Liang, F. (2010).
Asymptotic Minimax Risk of Predictive Density Estimation for Nonparametric Regression.
Bernoulli, 16, 543-560.
- George, E. and Xu, X. (2008).
Predictive Density Estimation for Multiple Regression.
Econometric Theory, 24, 528-544.
- Brown, L, George, E. and Xu, X. (2008).
Admissible Predictve Density Estimation.
Annals of Statistics , 36, 1156-1170.
- George, E., Feng, L. and Xu, X. (2006).
Improved Minimax Predictive Densities Under Kullback-Leibler Loss.
Annals of Statistics, 34, 78-91.