Department of Mathematics and Statistics
University of Saskatchewan
106 Wiggins Road, MCLN 219
S7N 5E6 CANADA
Phone: +1 (306) 966-6095
Email: firstname.lastname@example.org; other emails
A Short Biography
Statistical Machine Learning
Model Diagnostics and Comparison
See my zotero profile page (with PDFs, self maintained), or google scholar page, or my publication page.
Highlights and News
I am on sabbatical from July 1st, 2020 to June 30th, 2021.
Li, L., Wu, T., Feng, C. Model Diagnostics for Censored Regression via Randomized Survival Probabilities. Statistics in Medicine, 2021. a direct link to the paper; arxiv preprint; R functions for computing NRSP residuals for survreg and coxph objects with animated demonstration.
Bayesian Logistic Regression with Heavy-Tailed Priors,
HTLR was listed in
the top 40 new packages in October 2019 by R views of Rstudio.
Feng C, Li L, Sadeghpour A.
A comparison of residual diagnosis tools for diagnosing regression models
for count data. BMC Medical Research Methodology. 2020 Jul 1;20(1):175.
Dong M, Li L, Chen M, Kusalik A, Xu W. Predictive
analysis methods for
human microbiome data with application to Parkinson’s disease. PLOS
2020 Aug 24;15(8):e0237779.
- Jiang L, Greenwood CMT, Yao W, Li L.
Bayesian Hyper-LASSO Classification for Feature
Selection with Application to Endometrial Cancer RNA-seq Data. Scientific Reports. 2020 Jun