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High-dimensional statistics
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#	Item
31	Shrinkage Estimation of High-Dimensional Factor Models with Structural Instabilities Xu Cheng∗ Zhipeng Liao Add to Reading List Source URL: www.cemfi.es Language: English - Date: 2015-04-15 11:50:36 Psychometrics Regression analysis Econometrics Factor analysis Dynamic factor Estimator Least squares Scaling Principal component analysis Statistics Multivariate statistics Estimation theory
32	The 20 th Annual R. A. Blyth Lectures in Mathematics W H AT ’ S T H E B I G D E A L A B O U T “ B I G DATA” ? EMERGENT PHENOMENA IN HIGH-DIMENSIONAL Add to Reading List Source URL: www.math.toronto.edu Language: English - Date: 2015-02-10 14:14:59 Statistical theory Regression analysis Stochastic differential equations Statistics Estimation theory Control theory
33	Structured Learning of Gaussian Graphical Models Karthik Mohan∗, Michael Jae-Yoon Chung†, Seungyeop Han†, Daniela Witten‡, Su-In Lee§, Maryam Fazel∗ Abstract We consider estimation of multiple high-dimensional Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2012-11-06 17:11:34 Estimation theory Statistical models Gene regulatory network Systems biology Maximum likelihood Graphical model Connectivity Statistics Networks Bayesian statistics
34	Evaluating Subspace Clustering Algorithms Lance Parsons Ehtesham Haque Add to Reading List Source URL: www.public.asu.edu Language: English - Date: 2004-04-19 16:42:54 K-means clustering Medoid Principal component analysis Consensus clustering Statistics Cluster analysis Clustering high-dimensional data
35	High-dimensional statistics: Some progress and challenges ahead Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-06-03 10:26:51 Econometrics Asymptotic theory Linear regression Loss function Estimator Fisher information Maximum likelihood Statistics Estimation theory Statistical theory
36	Submitted to the Statistical Science A unified framework for high-dimensional analysis of M -estimators with decomposable regularizers Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-06-03 10:52:44 Econometrics Statistical inference Regression analysis Maximum likelihood Parametric model Linear regression Consistent estimator Matrix norm Loss function Statistics Estimation theory Statistical theory
37	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Compressive Clustering of High-Dimensional Data Add to Reading List Source URL: www.merl.com Language: English - Date: 2013-06-27 12:37:11 Data mining Data analysis Multivariate statistics K-means clustering Hierarchical clustering DBSCAN SUBCLU Single-linkage clustering Consensus clustering Statistics Cluster analysis Machine learning
38	R Reference Card for Data Mining by Yanchang Zhao, , January 3, 2013 The latest version is available at http://www.RDataMining.com. Click the link also for document R and Data Mining: Examples and Add to Reading List Source URL: cran.um.ac.ir Language: English - Date: 2013-01-05 06:05:58 Data analysis Consensus clustering K-means clustering Clustering high-dimensional data Oracle Data Mining DBSCAN Hierarchical clustering Data stream clustering Fuzzy clustering Statistics Cluster analysis Multivariate statistics
39	HD-Eye: Visual Mining of HighDimensional Data B ecause of the fast rate of technological progress, the amount of data stored in Add to Reading List Source URL: fusion.cs.uni-magdeburg.de Language: English - Date: 2002-10-04 04:14:34 Data analysis Cluster analysis Scientific modeling Visualization Clustering high-dimensional data Hierarchical clustering Principal component analysis Density estimation BIRCH Statistics Infographics Multivariate statistics
40	R Reference Card for Data Mining by Yanchang Zhao, , January 3, 2013 The latest version is available at http://www.RDataMining.com. Click the link also for document R and Data Mining: Examples and Add to Reading List Source URL: cran.espol.edu.ec Language: English - Date: 2013-01-05 06:05:58 Data analysis Consensus clustering K-means clustering Clustering high-dimensional data Oracle Data Mining DBSCAN Hierarchical clustering Data stream clustering Fuzzy clustering Statistics Cluster analysis Multivariate statistics

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