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Publications

  1. BulletAue, A., Lee, T.C.M. and Wang, H. (2012). Local Bandwidth Selection via Second Derivative Segmentation. Electronic Journal of Statistics, 6, 478-500.

  2. BulletAydin, B., Pataki, G., Wang, H., Ladha, A., Bullitt, E. and Marron, J.S. (2012). New Approaches to Principal Component Analysis. Accepted by Statistics in Biosciences.

  3. BulletHayne, S., Wang, H. and Mendonca, S. (2012). eBay as the "Terminator": Determining User Suspension from Feedback Ratings. Accepted by Journal of Organizational Computing and Electronic Commerce.

  4. BulletTu, C.Y., Song, D., Breidt, J.F., Berger, T.W. and Wang, H. (2012). Functional Model Selection for Sparse Binary Time Series with Multiple Inputs. Accepted by Economic Time Series: Modeling and Seasonality.

  5. BulletChu, T., Zhu, J. and Wang, H. (2011). Penalized Maximum Likelihood Estimation and Variable Selection in Geostatistics. The Annals of Statistics, 39, 2607-2625. (Technical Report)

  6. BulletAydin, B., Pataki, G., Wang, H., Ladha, A., Bullitt, E. and Marron, J.S. (2011). Visualizing the Structure of Large Trees. Electronic Journal of Statistics, 5, 405-420. (Web)

  7. BulletAl-Qawasmeh, A.M., Maciejewski, A.A., Wang, H., Smith, J., Siegel, H.J., and Potter, J. (2011). Statistical Measures for Quantifying Task and Machine Heterogeneities. The Journal of Supercomputing, special Issue on Advances in Parallel and Distributed Computing, 57, 34-50.

  8. BulletHayne, S., Bugbee, B. and Wang, H. (2010).Bidder Behaviours on eBay: Collectibles and Commodities. Electronic Markets, 20, 95-104.

  9. BulletAydin, B., Pataki, G., Wang, H., Bullitt, E. and Marron, J.S. (2009). A Principal Component Analysis for Trees. The Annals of Applied Statistics, 3, 1597-1615. (Web)

  10. BulletWang, H., Cao, X. and Iyer, H. (2009). Estimation of the Proportion of Differentially Expressed Genes using Hellinger Distance. Statistics in Biosciences, 1, 246-267.

  11. BulletWang, H. and Zhu, J. (2009). Variable Selection in Spatial Regression via Penalized Least Squares. The Canadian Journal of Statistics, 37, 607-624.

  12. BulletSonderegger, D., Wang, H., Huang, Y. and William, C. (2009). Effects Of Measurement Error On The Strength Of Concentration-Response Relationships In Aquatic Toxicology. Ecotoxicology, 18, 824-828.

  13. BulletWang, H. (2009). Measures of Agreement for Vectorcardiography Data. Statistics in Medicine, 28, 1093-1107.

  14. BulletSonderegger, D., Wang, H., William, C. and Noon, B. (2009). Using SiZer to detect thresholds in ecological data. Frontiers in Ecology and the Environment, 7, 190-195.

  15. BulletWang, H. and Lee, T. C. M. (2008). Extraction of Curvilinear Features from Noisy Point Patterns using Principal Curves. Pattern Recognition Letters, 29, 2078-2084.

  16. BulletWang, H. and Marron, J. S. (2007). Object Oriented Data Analysis: Sets of Trees. The Annals of Statistics, 35, 1849-1873. (Web)

  17. BulletWang, H. and Iyer, H. (2007). Application of Local Linear Embedding to Nonlinear Exploratory Latent Structure Analysis. Psychometrika, 72, 199-225.

  18. BulletWang, H. and Ranalli, M. G. (2007). Low-rank Smoothing Splines on Complex Domains. Biometrics, 63, 209-217.

  19. BulletWang, H. and Lee, T. C. M. (2006). Automatic Parameter Selection for a k-Segments Algorithm for Computing Principal Curves. Pattern Recognition Letters, 27, 1142-1150.


Others

Refereed Proceedings/Transactions:

  1. BulletSong, D., Wang, H., and Berger, T.W. (2010). Estimating Sparse Volterra Models using Group L1-Regularization. Proceedings of the 32nd Annual International Conference of the IEEE EMBS, 4128-4131.

  2. BulletWang, H. and Lee, T. C. M. (2007). Curvilinear Feature Extraction for Noisy Point Pattern Images. IEEE International Conference on Multimedia & Expo, 1635-1638.

  3. BulletLee, T. C. M. and Wang, H. (2006). On a k-Segments Algorithm for Computing Principal Curves. Seventh IEEE Southwest Symposium on Image Analysis and Interpretation, 183-187.


Technical Reports:

  1. BulletChu, T., Zhu, J. and Wang, H. (2011). Penalized Maximum Likelihood Estimation and Variable Selection in Geostatistics. Technical Report, 2011/2, Department of Statistics, Colorado State University.

  2. BulletWang, H. (2008). Measures of Agreement for Rotation Matrices with Application to Vectorcardiography Data. Technical Report, 2008/10, Department of Statistics, Colorado State University.

  3. BulletAue, A., Lee, T.C.M. and Wang, H. (2008). Local Bandwidth Selection via Second derivative Segmentation. Technical Report, 2008/7, Department of Statistics, Colorado State University.

  4. BulletCao, X.,Wang, H., Hess, A., Iyer, H. (2007) Hellinger Distance Estimation of Positive False Discovery Rate – An Application to Microarray Data Analysis. Technical Report, 2007/4, Department of Statistics, Colorado State University.


Book Review:

  1. BulletWang, H. (2009). Review of “Nonlinear Dimensionality Reduction”. Biometrics, 65, 665.


Manuscritps submitted or revised:

  1. BulletChang, H.-W., Iyer, H., Bullitt, B. and Wang, H. (2011). Statistical Modeling of Branching Probabilities for Tree-structured Data Objects. (Web)

  2. BulletWang, Y., Marron, J.S., Ayddin, Ladha, A., Bullitt, E. and Wang, H. (2011). Nonparametric Regression Model with Tree-structured Response. (Web)

  3. BulletWang, J., Opsomer, J.D. and Wang, H. (2011). Bagging nondifferentiable estimators in complex surveys.