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High-dimensional statistics
Results: 273

#	Item
161	Compensation of Translational Displacement in Time Series Clustering using Cross Correlation Frank H¨oppner1 and Frank Klawonn23 1 Department of Economics Add to Reading List Source URL: public.fh-wolfenbuettel.de Language: English - Date: 2010-06-09 06:22:14 K-means clustering Correlation clustering Correlation and dependence Consensus clustering Clustering high-dimensional data Statistics Cluster analysis Fuzzy clustering
162	Learning to Match and Cluster Large High-Dimensional Data Sets For Data Integration William W. Cohen Jacob Richman Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2002-10-30 10:44:17 Data mining Geostatistics Machine learning Canopy clustering algorithm Consensus clustering Statistics Cluster analysis Data analysis
163	Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2010-06-07 17:10:14 Regression analysis Model selection Statistical classification Linear discriminant analysis Bayesian information criterion Feature selection Discriminant Principal component analysis Random forest Statistics Multivariate statistics Econometrics
164	Evaluating Clustering in Subspace Projections of High Dimensional Data • • Emmanuel Muller Stephan Gunnemann Add to Reading List Source URL: www.vldb.org Language: English - Date: 2009-07-27 10:29:02 Data analysis Multivariate statistics Data mining SUBCLU DBSCAN K-means clustering Clustering high-dimensional data Unsupervised learning Correlation clustering Statistics Cluster analysis Machine learning
165	High-dimensional covariance estimation by minimizing 1-penalized log-determinant divergence Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2011-05-03 19:18:22 Data analysis Matrices Multivariate normal distribution Normal distribution Fisher information Maximum likelihood Covariance matrix Covariance Matrix Statistics Estimation theory Covariance and correlation
166	High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods Christopher C. Johnson CS, UT Austin [removed] Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2012-04-26 08:56:37 Fisher information Multivariate normal distribution Maximum likelihood Expectation–maximization algorithm Statistics Estimation theory Feature selection
167	Statistical Science 2012, Vol. 27, No. 4, 538–557 DOI: [removed]STS400 © Institute of Mathematical Statistics, 2012 A Unified Framework for High-Dimensional Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2013-11-23 00:17:42 Econometrics M-estimators Regression analysis Parametric model Maximum likelihood Fisher information Loss function Linear regression Consistent estimator Statistics Estimation theory Statistical theory
168	On Robust Estimation of High Dimensional Generalized Linear Models Eunho Yang Ambuj Tewari Pradeep Ravikumar Department of Computer Science Department of Statistics Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2013-06-28 15:47:04 Robust statistics Econometrics Statistical theory Linear regression Robust regression Generalized linear model Poisson regression Estimator Ordinary least squares Statistics Regression analysis Estimation theory
169	A unified framework for high-dimensional analysis of M -estimators with decomposable regularizers Sahand Negahban Department of EECS UC Berkeley sahand [removed] Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2009-11-18 14:28:49 Logic Statistical theory Regression analysis Maximum likelihood Linear regression Entailment Projection Loss function Dimensional analysis Statistics Estimation theory Econometrics
170	Presented at NIPS-2006 conference December 2006; Vancouver, BC, Canada High-Dimensional Graphical Model Selection Using ℓ1-Regularized Logistic Regression Martin J. Wainwright Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-01-25 11:48:23 Maximum likelihood Fisher information Exponentiation Identifiability Poisson regression Parametric model Estimation theory Statistics Statistical theory

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