This site uses cookies. By continuing to use this site, closing this banner, or clicking "I Agree", you agree to the use of cookies.
Read our cookies policy and privacy statement for more information.
Stand with UkraineDonate
- Home
- Illinois
- Northern Illinois University
- Course info
- stat-646 - nonparametric-statistics
Northern Illinois University Course Info
Dekalb, Illinois
Course Info
Search for courses by clicking on letters of the alphabet or by using a search bar. Explore course description, number of credits required and course sequences to satisfy graduation requirements.
STAT 646
Nonparametric Statistics
Order statistics and ranks, distribution free statistics, linear rank statistics, and U-statistics. Asymptotic relative efficiency. Nonparametric density estimation and regression, kernel methods, bandwidth selection, roughness penalties. Nonparametric resampling methods, standard error estimation, bootstrap confidence intervals, bootstrap tests. Nonparametric observed confidence levels
Units: 3.0
Prerequisites:
STAT 611 - Theory of Statistics II