STAT8051
STAT 8051 - Advanced Regression Techniques: linear, nonlinear and nonparametric methods (4 Cr.)
Statistics, School of (10991)
TCLA - College of Liberal Arts
STAT 8051 - Advanced Regression Techniques: linear, nonlinear and nonparametric methods (4 Cr.)
Course description
Linear/generalized linear models, modern regression methods including nonparametric regression, generalized additive models, splines/basis function methods, regularization, bootstrap/other resampling-based inference.
prereq: Statistics grad or instr consent
prereq: Statistics grad or instr consent
Minimum credits
4
Maximum credits
4
Is this course repeatable?
No
Grading basis
AFV - A-F or Audit
Discussion
Lecture
Requirements
000508
Typically offered term(s)
Every Fall