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Computational Intensive Statistical Methods

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Estimation of covariance and precision matrix, network structure, and a view toward systems biology

Overview
Markku O. Kuismin, Mikko J. Sillanpää
Published Online: Sep 28 2017
DOI:10.1002/wics.1415

Abstract Full article on Wiley Online Library:   HTML | PDF
Hypothesis tests with precedence probabilities and precedence‐type tests

Overview
Rajarshi Dey
Published Online: Sep 28 2017
DOI:10.1002/wics.1417

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric estimation in economics: Bayesian and frequentist approaches

Focus Article
Joshua C. C. Chan, Daniel J. Henderson, Christopher F. Parmeter, Justin L. Tobias
Published Online: Aug 14 2017
DOI:10.1002/wics.1406

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical analysis of financial data with many zeros

Focus Article
Kai‐Sheng Song, Robert Kieschnick
Published Online: Jun 19 2017
DOI:10.1002/wics.1399

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable selection in the presence of missing data: imputation‐based methods

Advanced Review
Yize Zhao, Qi Long
Published Online: May 24 2017
DOI:10.1002/wics.1402

Abstract Full article on Wiley Online Library:   HTML | PDF
Simultaneous confidence bands for the mean of functional data

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