News

  • (05/19) I successfully defended my Ph.D. dissertation.
  • (08/18) I gave a talk at Joint Statistical Meeting in Vancouver, British Columbia.
  • (03/18) I gave a talk at ENAR Spring Meeting in Atlanta, Georgia.
  • (07/17) I gave a talk at Joint Statistical Meeting in Baltimore, Maryland.

Recent Publications

  • Bayesian Multiple Gaussian Graphical Models for Multilevel Variables from Unknown Classes
    Jeffrey Lin, Inyoung Kim.
    Statistical Methods in Medical Research, to appear.
    [code][demo]

  • Multiple and Multilevel Graphical Models
    Inyoung Kim, Jeffrey Lin, Wenyu Gao, Byung-Jun Kim, Hamdy Mahmoud.
    Computational Statistics 2020, to appear.
    [paper]

  • Gaussian Process Selections in Semiparametric Regression
    Jeffrey Lin, Inyoung Kim.
    Submitted to Journal of Statistical Computation and Simulation.
    [code]

  • Enhancing Out-Of-Domain Utterance Detection with Data Augmentation Based on Word Embeddings
    Richie Feng, Jeffrey Lin.<br Submitted to EMNLP.
    [preprint]

Teaching

Projects

  • SML: an R package for statistical machine learning.
  • expedia2013: my solution to Personalize Expedia Hotel Searches - ICDM 2013. [demo1][demo2]
  • BayesianTest: demo of Bayesian statistical methods for genetic association studies.