Research Summary

Selected Publications & Manuscripts under Review


Non-Refereed Discussions
  • Chao, S.-K. and Cheng, G. (2016) Discussion on "Of quantiles and expectiles: con- sistent scoring functions, Choquet representations and forecast rankings" by Werner Ehm, Tilmann Gneiting, Alexander Jordan and Fabian Krger. Journal of the Royal Statistical Society: Series B (Statistical Methodology), To Appear
  • Leng, C. and Cheng, G. (2012) Discussion on “Probabilistic Index Models” by Thas, Neve, Clement and Ottoy, Journal of the Royal Statistical Society: Series B (Statistical Methodology) , 74, 661-662

  • Interdisciplinery Work
  • Liang, C., Cheng, G., Wilxon, D. and Balser, T. (2011) An Absorbing Markov Chain Approach to Understanding the Microbial Role in Soil Carbon Stabilization. Biogeochemistry , 106, 303-309
  • Talk Slides

    • T1. Bootstrapping High Dimensional Vector: Interplay between Dependence and Dimensionality. Link (presented by my co-author Zhang at SAMSI workshop)
    • T2. Nonparametric Inference in Functional Data. Link (presented by my co-author Shang at SAMSI workshop)
    • T3. Nearest Neighbor Classifier with Optimal Stability. Link (presented by my PhD student Sun at ISBIS 2014 and SLDM Meeting)
    • T4. A Long March towards Joint Asymptotics: My 1st Steps…. Link
    • T5. Semiparametric Model Based Bootstrap. Link
    • T6. Bootstrap Consistency for General Semiparametric M-Estimate. Link
    • T7.How Many Iterations are Sufficient for Semiparametric Estimation? Link
    • T8. Inverse Problems in Semiparametric Statistical Models. Link