PSTAT127
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PSTAT 127 - Advanced Statistical Models
Full Course Title
Advanced Statistical Models
Instructor Name(s)
STAFF
Course Description
Exponential family and generalized linear models including logistic and Poisson regression, nonparametric regression, including kernel, spline and local polynomials, and generalized additive models. Other topics as time allows: regularization, neural networks, and support vector machines. Emphasis will be on concepts and practical applications.
Unit Value
4
Maximum number of times course can be repeated for additional credit
0
Maximum Units
4