STAT 527

Nonparametric Regression and Classification
3.0 credits

Course Description

Covers techniques for smoothing and classification including spline models, kernel methods, generalized additive models, and the averaging of multiple models. Describes measures of predictive performance, along with methods for balancing bias and variance. Prerequisite: either STAT 502 and STAT 504 or BIOST 514 and BIOST 515. Offered: jointly with BIOST 527; Sp.

Upcoming Time Schedule

Spring, 2023

SLN/Section Time Location Instructor
20177 A
Open

M W 10:00AM - 11:20AM

THO 125

PLEASE SUBSCRIBE TO UW NOTIFY IF YOU WOULD LIKE TO GET SEAT ALERTS FROM UNIVERSITY. PLEASE CONTINUE TO USE NOTIFY BEFORE AND AFTER QUARTER STARTS. CONTACT INSTRUCTOR FOR ADD CODE.

 

 

20178 B
Open

M W 10:00AM - 11:20AM

THO 125

MS STAT PCE STUDENTS ONLY. JOINT WITH BIOSTAT 527B AND STAT 527A