STAT8051

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STAT 8051 - Advanced Regression Techniques: linear, nonlinear and nonparametric methods (4 Cr.)

Statistics, School of (10991) TCLA - College of Liberal Arts

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

Minimum credits

4

Maximum credits

4

Is this course repeatable?

No

Grading basis

AFV - A-F or Audit

Discussion

Lecture

Requirements

000508

Fulfills the writing intensive requirement?

No

Typically offered term(s)

Every Fall