UT Dallas 2023 Graduate Catalog

STAT7340 - Functional Data Analysis

STAT 7340 Functional Data Analysis (3 semester credit hours) Topics include summarizing data; exploratory analysis; basis expansion; model fitting with regularization and roughness penalty; curve alignment; principal components analysis; regression modeling, including linear models and generalized linear models for scalar-on-function regression and functional response; analysis of sparse functional data; and implementation of methods using a software package. Prerequisite: STAT 6337 or instructor consent required. (3-0) T