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Wiley Interdisciplinary Reviews:
Computational Statistics
Volume 10 Issue 1 (January/February 2018)
Page 0 - 0

Overviews

Kolmogorov–Zurbenko filters in spatiotemporal analysis
Published Online: Nov 13 2017
DOI: 10.1002/wics.1419
A long term KZ filter over specific humidity captures scales more than 7 years in time and more than 1000 miles in space, revealing an explosive increasing concentration of vapor energy anomalies in the North Atlantic and increasing dry out in the western Americas and Australia. These patterns essentially contribute to regional climate changes and extreme weather effects.
Abstract Full article on Wiley Online Library:   HTML | PDF
Hypothesis tests with precedence probabilities and precedence‐type tests
Published Online: Sep 28 2017
DOI: 10.1002/wics.1417
Precedence probability as the area under ROC curve.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Review

An overview of reciprocal L 1 ‐regularization for high dimensional regression data
Published Online: Sep 28 2017
DOI: 10.1002/wics.1416
An reciprocal regularization employees a decreasing penalty function (the right plot). In contrast, conventional penalization methods use increasing penalties (the left plot).
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Article

Modern and classical k ‐sample omnibus tests
Published Online: Oct 10 2017
DOI: 10.1002/wics.1418
K‐sample omnibus tests are used to detect statistical differences among multiple populations by comparing their empirical CDFs, PDFs, etc. A short overview of historic developments and a detailed discussion of the more prominent state‐of‐the‐art techniques are presented along with simulation results and comparisons as well as numerous references.
Abstract Full article on Wiley Online Library:   HTML | PDF

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