STATS205: Introduction to Nonparametric Statistics

Administrative information
Time/location:
Instructor: Tengyu Ma
Course assistants:
Contact: Please use Piazza for all questions and discussions.
Course content
Description: nonparametric regression and nonparametric density estimation, estimating CDFs, nearest neighbor algorithms, kernel method, kernel density estimation, Gaussian process, modern nonparametric methods and connection to neural networks.
Logistics and FAQ

Please see this doc for all the logistic information and some frequently asked questions.
Schedule
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