High-dimensional statistics

Results: 273



#Item
221Matrices / Bayesian statistics / Degree / Graphical model / Adjacency matrix / Connectivity / Regularization / Dense graph / Covariance matrix / Statistics / Graph theory / Mathematics

The huge Package for High-dimensional Undirected Graph Estimation in R Tuo Zhao Kathryn Roeder ‡

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 12:08:53
222Support vector machine / Kyphosis / Statistics / Statistical classification / Machine learning

Package ‘classifly’ July 2, 2014 Title Explore classification models in high dimensions Description Given $p$-dimensional training data containing $d$ groups (the design space), a classification algorithm (classifier

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 11:28:04
223K-nearest neighbor algorithm / Feature selection / Supervised learning / Linear classifier / Statistical classification / Kepler / Least-angle regression / RR Lyrae variable / Pattern recognition / Statistics / Machine learning / Artificial intelligence

2013 IEEE International Conference on Big Data Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets Ciro Donalek, S. G. Djorgovski, Ashish A. Mahabal, Matthew J. Graham, Andrew J. Drake

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Source URL: www.kiss.caltech.edu

Language: English - Date: 2014-04-29 12:54:28
224Fuzzy clustering / K-means clustering / DBSCAN / K-medoids / Multiverse / Consensus clustering / Clustering high-dimensional data / Statistics / Cluster analysis / Multivariate statistics

doi:[removed]j.ijar[removed]

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Source URL: www.inf.uni-konstanz.de

Language: English - Date: 2010-11-08 10:11:58
225Singular value decomposition / Statistical inference / Linear discriminant analysis / Statistical classification / Principal component analysis / Feature selection / Cross-validation / Matrix / Statistical hypothesis testing / Statistics / Multivariate statistics / Model selection

Package ‘hddplot’ July 2, 2014 Type Package Title Use known groups in high-dimensional data to derive scores for plots Version 0.56 Date[removed]

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 12:06:59
226Statistical inference / Gene expression / Multiple comparisons / False discovery rate / Gene expression profiling / Significance analysis of microarrays / Familywise error rate / Normal distribution / Statistical hypothesis testing / Statistics / Hypothesis testing / Microarrays

Controlling the number of false positive discoveries - application to high-dimensional genomic

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Source URL: linus.nci.nih.gov

Language: English - Date: 2013-03-12 10:01:35
227Multivariate statistics / Statistical classification / Linear discriminant analysis / Cross-validation / Algebraic number theory / Validation / Feature selection / Discriminant / Statistics / Machine learning / Model selection

Feature Selection Bias in Classification of High Dimensional Data John H Maindonald December 5, 2013 Abstract This vignette reproduces modified versions the calculations and the

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 12:06:59
228Data mining / Geostatistics / Fuzzy clustering / Clustering high-dimensional data / Correlation clustering / K-means clustering / Multiverse / Categorization / Parallel universe / Statistics / Cluster analysis / Machine learning

Data Min Knowl Disc[removed]:130–152 DOI[removed]s10618[removed]Learning in parallel universes Bernd Wiswedel · Frank Höppner · Michael R. Berthold

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Source URL: www.inf.uni-konstanz.de

Language: English - Date: 2013-11-18 10:10:58
229Quadratic classifier / Support vector machine / Quadratic / Classifier / Binary classification / Linear classifier / Random subspace method / Statistics / Statistical classification / Linear discriminant analysis

Exploring high-dimensional classification boundaries Hadley Wickham, Doina Caragea, Di Cook January 20, 2006 1

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Source URL: had.co.nz

Language: English - Date: 2010-01-06 11:00:20
230Statistical theory / Time series analysis / Emergency management / Extreme value theory / Autoregressive conditional heteroskedasticity / Time series / Regression analysis / Maximum likelihood / Model / Statistics / Econometrics / Actuarial science

Workshop on High-dimensional and Multivariate Extremes Bristol, 2nd-4th July, 2014 Organised by Ioannis Papastathopoulos Conference programme

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Source URL: www.sustain.bris.ac.uk

Language: English - Date: 2014-06-27 11:47:26
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