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IEEE transactions on information forensics and security, ISSN 1556-6013, 09/2018, Volume 13, Issue 9, pp. 2151 - 2166
Journal Article
Methods in ecology and evolution, ISSN 2041-210X, 07/2018, Volume 9, Issue 7, pp. 1772 - 1779
Journal Article
The Annals of statistics, ISSN 0090-5364, 02/2009, Volume 37, Issue 1, pp. 246 - 270
Journal Article
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, ISSN 1364-503X, 11/2009, Volume 367, Issue 1906, pp. 4237 - 4253
.... This overview article introduces the difficulties that arise with high-dimensional data in the context of the very familiar linear statistical model... 
MATHEMATICS | statistics | Cluster analysis | High-dimensional data | Regression | Sparsity | Bayesian analysis | Classification | Linear Models | Bayes Theorem | Statistics as Topic - methods | Index Medicus | 1008 | regression | high-dimensional data | sparsity | classification | cluster analysis | 175
Journal Article
The Artificial intelligence review, ISSN 1573-7462, 02/2013, Volume 44, Issue 1, pp. 23 - 45
Journal Article
Pattern recognition letters, ISSN 0167-8655, 10/2012, Volume 33, Issue 13, pp. 1794 - 1804
...; redundancy computed efficiently. ► Suited for binary and multi-class high-dimensional datasets... 
Dispersion measures | High-dimensional data | Feature selection | Filters | Similarity measures | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
Biostatistics (Oxford, England), ISSN 1468-4357, 04/2018, Volume 19, Issue 2, pp. 121 - 136
...) is a high-dimensional vector. In this work, we introduce a novel method for identifying potential mediators in this setting called the directions of mediation (DMs... 
High-dimensional data | Principal components analysis | fMRI, Mediation analysis | Directions of mediation | Structural equation models | Statistics & Probability | Physical Sciences | Mathematics | Life Sciences & Biomedicine | Science & Technology | Mathematical & Computational Biology | Index Medicus
Journal Article
Journal of statistical planning and inference, ISSN 0378-3758, 07/2019, Volume 201, pp. 86 - 102
In this paper, the k sample Behrens–Fisher problem is investigated in high dimensional setting... 
Asymptotic null and non-null distributions | High dimensional data | Martingale central limit theorem | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology
Journal Article
The Annals of statistics, ISSN 0090-5364, 06/2012, Volume 40, Issue 3, pp. 1637 - 1664
Journal Article
The Annals of statistics, ISSN 0090-5364, 04/2011, Volume 39, Issue 2, pp. 1241 - 1265
Journal Article
The Annals of statistics, ISSN 0090-5364, 04/2010, Volume 38, Issue 2, pp. 808 - 835
Journal Article