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Wiley Interdisciplinary Reviews:
Computational Statistics
Volume 11 Issue 4 (July 2019)
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Bayesian regularization: From Tikhonov to horseshoe
Published Online: Apr 23 2019
DOI: 10.1002/wics.1463
Comparison of geometry of a unit ball induced by Normal, Laplace, Cauchy and Horseshoe priors.
Abstract Full article on Wiley Online Library:   HTML | PDF
Insurance risk assessment in the face of climate change: Integrating data science and statistics
Published Online: Apr 17 2019
DOI: 10.1002/wics.1462
Due to noncatastrophic weather events, such as heavier than normal precipitation or higher than usual wind speed, insurance companies increasingly more frequently incur high cumulative losses. Climate change further amplifies weather hazards, but data science approaches are here to assess and prepare us for those risks in agriculture and home insurance.
Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric density estimation for high‐dimensional data—Algorithms and applications
Published Online: Apr 02 2019
DOI: 10.1002/wics.1461
Illustration of Density Estimation through adaptive binary data partitioning in 2D space.
Abstract Full article on Wiley Online Library:   HTML | PDF
On sufficient dimension reduction for functional data: Inverse moment‐based methods
Published Online: Mar 27 2019
DOI: 10.1002/wics.1459
Online handwritten digit: An example of multivariate functional data
Abstract Full article on Wiley Online Library:   HTML | PDF

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