Lynn Lin

PhD Candidate @ DSS, Duke

Research Interests

Classification Model for Large Datasets

My current research interest focuses on Bayesian classification modeling for large datasets: including highly structured mixture modeling for large datasets, variable selections, computational problems associated with mixture modeling and applications to immunology and cancer studies.

Work in Progress

Lin Lin, Cliburn Chan and Mike West. Discriminative information analysis for variable selection in mixture modelling.

Cliburn Chan, Lin Lin, Jacob Frelinger, Patricia D`Souza, Claire Landry, Janet Ottinger, Maria Jaimes and Mike West. Optimization of flow cytometry panel and gating strategy design with Discriminative Information Measure Evaluations (DIME).

Lin Lin, Cliburn Chan and Mike West. Structured Prior Modeling for Bayesian Analysis of Complex Mixtures in Combinatorial Marker-Based Flow Cytometry Studies.