Prof Howard BONDELL

Professor

School of Mathematics and Statistics

  • Room: OGS Level 2, 110
  • Building: Old Geology South
  • Campus: Parkville

Research Interests

  • Statistics
  • Data Science
  • Mathematical Biology

Research Groups

Recent Publications

  • Z Liu, H. Bondell. Binormal Precision–Recall Curves for Optimal Classification of Imbalanced Data. Statistics in Biosciences, 141-161, 2019. doi: 10.1007/s12561-019-09231-9.

  • SL Rodriguez, MN Peterson, FW Cubbage, EO Sills, H. Bondell. What is private land stewardship? Lessons from agricultural opinion leaders in North Carolina. Sustainability (Switzerland), 10, 297 (12pp), 2018. doi: 10.3390/su10020297.

  • Dehan Kong, H. Bondell, Weining Shen. Outlier Detection and Robust Estimation in Nonparametric Regression. Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics, 84, 208-216, 2018.

  • D Kong, H. Bondell, Y. Wu. Fully efficient robust estimation, outlier detection and variable selection via penalized regression. Statistica Sinica, 28, 1031-1052, 2018. doi: 10.5705/ss.202016.0441.

  • Y. Zhang, H. Bondell. Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Bayesian Analysis, 13, 823-844, 2018. doi: 10.1214/17-BA1076.

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Current Postgraduate Supervision

Name Thesis title
Xiao YANG

Current MSc Students

Name Project title
William RUDD
YAHANG WANG
Ruohua YAN

Responsibilities

  • Deputy Head of School
  • Master of Data Science Coordinator

Committees

  • Belz Committee
  • Executive Committee
  • Management Committee
  • Postgraduate Programs Committee
  • Research and Industry Committee
  • Strategic Planning Committee