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Wiley Interdisciplinary Reviews:
Computational Statistics
Volume 9 Issue 6 (November/December 2017)
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Overviews

Estimation of covariance and precision matrix, network structure, and a view toward systems biology
Published Online: Sep 28 2017
DOI: 10.1002/wics.1415
Estimating a Gaussian graphical model from a high‐dimensional dataset with a sparse precision matrix estimator.
Abstract Full article on Wiley Online Library:   HTML | PDF
Recent advances in scaling‐down sampling methods in machine learning
Published Online: Sep 08 2017
DOI: 10.1002/wics.1414
Summary of scaling‐down techniques found in literature
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Review

Analytical similarity assessment
Published Online: Aug 07 2017
DOI: 10.1002/wics.1407
A stepwise approach to demonstrate biosimilarity.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Article

Nonparametric estimation in economics: Bayesian and frequentist approaches
Published Online: Aug 14 2017
DOI: 10.1002/wics.1406
Classical and Bayesian methods for flexibly modeling density and regression functions are reviewed and employed, highlighting their value in economic applications.
Abstract Full article on Wiley Online Library:   HTML | PDF

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