Topics in Statistics: Nonparametrics and Robustness
18.465 · Mathematics · Graduate · Spring 2005
Prof. Richard Dudley
<p>This graduate-level course focuses on one-dimensional nonparametric statistics developed mainly from around 1945 and deals with order statistics and ranks, allowing very general distributions.</p> <p>For multidimensional nonparametric statistics, an early approach was to choose a fixed coordinate system and work with order statistics and ranks in each coordinate. A more modern method, to be followed in this course, is to look for rotationally or affine invariant procedures. These can be base…
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Prof. Richard Dudley. 18.465 Topics in Statistics: Nonparametrics and Robustness. Spring 2005. Massachusetts Institute of Technology: MIT OpenCourseWare, https://ocw.mit.edu. License: CC BY-NC-SA 4.0.
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