Publications

Journal Publications

  1. Kang, L. and Joseph, V.R. (2009) Bayesian Optimal Single Arrays for Robust Parameter Design. Technometrics, 51, 250-261. (Winner of the Best Student Paper Award, QSR, INFORMS, 2009.)
  2. Ai, M., Kang, L., and Joseph, V.R. (2009) Bayesian Optimal Blocking of Factorial Designs. Journal of Statistical Planning and Inference, 139, 3319-3328.
  3. Kang, L., Joseph, V.R., and Brenneman, W. (2011) Design and Modeling Strategies for Mixture-of-Mixtures Experiments. Technometrics, 53, 125-136.
  4. Joseph, V.R. and Kang, L. (2011) Regression-Based Inverse Distance Weighting with Applications to Computer Experiments. Technometrics, 53, 254-265.
  5. Kang, L. and Brenneman, W. A. (2011) Product Defect Rate Confidence Bound with Attribute and Variable Data. Quality and Reliability Engineering International, 27, 353-368.
  6. Kang, L., Salgado, J. C., and Brenneman, W. A. (2016) Comparing the Slack-Variable Mixture Model with Other Alternatives. Technometrics, 58, 255-268.
  7. Lin, C. D. and Kang, L. (2016) A General Construction for Space-filling Latin Hypercubes. Statistica Sinica, 26, 675-690.
  8. Kang, L. and Joseph, V. R. (2016) Kernel Approximation: from Regression to InterpolationSIAM/ASA Journal on Uncertainty Quantification, 4, 112-129.
  9. Zhu, J., Kang, L., Anderson, P. (2017+) Predictive influent biochemical oxygen demand modeling: Trade-off between energy demand and risk management. Water Research, accepted.
  10. Kang, L., Kang, X., Deng, X., Jin, R. (2017+) Bayesian Hierarchical Models for Quantitative and Qualitative Responses.  Journal of Quality Technology, accepted.

Other Publications

11. Kang, L. (2017) Book Review: Strategies for Formulations Development: A Step-by-Step Guide Using JMP. Journal of Quality Technology, 49, 297-298.

Submitted

  1. Kang, L. Stochastic Coordinate-Exchange Optimal Designs with Complex Constraints.   Revision submitted to Quality Engineering.
  2. Li, Y., Huang, X., and Kang, L. Discrepancy-Based Design for A/B Testing Experiments. Under revision.
  3. Huang, X., Kang, L., Kassa, M., Hall, C. Two-Stage Functional Data Analysis for Engine Experiments with Quantitative and Qualitative Factors. Submitted to Journal of Dynamic Systems, Measurement and Control.
  4. Kang, L., Deng, X., Jin, R. Bayesian D-Optimal Design of Experiments with Quantitative and Qualitative Responses. Under revision for Journal of American Statistical Association.
  5. Kang, L., Zhao, C. The Logistic Predictive Model-Based Player Metric and Optimal Team Lineup for NBA Games. Submitted to Journal of Sports Analytics.