Qi Long

AMCS9999 - Ind Study & Research

Study under the direction of a faculty member.

BSTA6990 - Lab Rotation

Student lab rotation.

BSTA7820 - Stat Meth/Incomplet Data

Selected topics from public health and biomedical research where "Big data" are being collected and methods are being developed and applied, together with some core statistical methods in high dimensional data analysis. Topics include dimension reduction, detection of novel association in large datasets, regularization and high dimensional regression, ensemble learning and prediction, kernel methods, deep learning and network analysis. R programs will be used throughout the course, other standalone programs will also be used. Prerequisite: If course requirement not met, permission of instructor required.

BSTA8990 - Pre-Dissertation Lab Rot

BSTA9950 - Dissertation

Ph.D. students enroll in this course after passing their candidacy exam. They work on their dissertation full-time under the guidance of their dissertation supervisor and other members of their dissertation committee.