Robust principal component analysis

Results: 52



#Item
11Riemannian geometry / Multivariate statistics / Curvature / Differential topology / Geometric median / Riemannian manifold / Sectional curvature / Tensor / Principal component analysis / Geometry / Differential geometry / Mathematical analysis

The Geometric Median on Riemannian Manifolds with Application to Robust Atlas Estimation P. Thomas Fletcher a,∗ Suresh Venkatasubramanian a Sarang Joshi a a University of Utah, Salt Lake City, Utah, United States

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Source URL: www2.imm.dtu.dk

Language: English - Date: 2009-08-03 03:49:53
12Estimation theory / Econometrics / Least squares / Robust regression / RANSAC / Linear regression / Principal component analysis / Iteratively reweighted least squares / Affine transformation / Statistics / Regression analysis / Robust statistics

Robust Factorisation with Uncertainty Analysis Sami S. Brandt∗ Laboratory of Computational Engineering Helsinki University of Technology P.O. Box 9203, FITKK, Finland

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Source URL: www.ee.oulu.fi

Language: English - Date: 2009-04-18 13:25:26
13Physics / Navier–Stokes equations / Computational fluid dynamics / Turbulence / Data center / Control theory / Principal component analysis / Linear regression / Aerodynamics / Statistics / Fluid dynamics

AN APPROACH FOR ROBUST DESIGN OF TURBULENT CONVECTIVE SYSTEMS Nathan Rolander, Jeffrey Rambo, Yogendra Joshi, Janet K. Allen, Farrokh Mistree1 G. W. Woodruff School of Mechanical Engineering, Georgia Institute of Technol

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Source URL: www.srl.gatech.edu

Language: English - Date: 2005-12-11 15:26:06
14Multivariate statistics / Singular value decomposition / Signal processing / Data analysis / Principal component analysis / Sparse matrix / Compressed sensing / Subspace / Vector space / Algebra / Mathematics / Linear algebra

Graduate Seminar Online Robust PCA or Online Sparse + Low-Rank Matrix Recovery Dr. Namrata Vaswani Associate Professor,

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Source URL: www.ece.cmu.edu

Language: English - Date: 2015-02-25 02:10:41
15Science / Measurement / Classical mechanics / Elastic energy / Principal component analysis

Geometry of Data Sets: Robust Topological Grammars for Unsupervised Learning Alexander Gorban University of Leicester, UK with

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Source URL: neuroinfo.ru

Language: English - Date: 2015-01-25 12:40:48
16Missing data / Robust regression / Bootstrapping / Resampling / Regression analysis / Compositional data / Outlier / Principal component analysis / Linear regression / Statistics / Data analysis / Imputation

Robust Imputation of Missing Values in Compositional Data Using the -Package robCompositions Matthias Templ∗,∗∗ , Peter Filzmoser∗ , Karel Hron∗∗∗ ∗

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Source URL: cran.r-project.org

Language: English - Date: 2015-05-06 11:22:28
17Robust statistics / Principal component analysis / Outlier / Missing data / Imputation / Factor analysis / Plot / Estimation theory / Statistics / Data analysis / Compositional data

Overview of the robCompositons package. Compositional Data Analysis using Robust Methods. M. TEMPL1,3 , P. FILZMOSER1 and K. HRON2 1 Department of Statistics and Probability Theory - Vienna University of Technology, Aus

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Source URL: cran.r-project.org

Language: English - Date: 2015-05-06 11:22:28
18Estimation theory / Parametric statistics / Hypothesis testing / Normal distribution / Variance / Ordinary least squares / Standard deviation / Linear regression / Principal component analysis / Statistics / Data analysis / Regression analysis

Simulations for Sharpening Wald-type Inference in Robust Regression for Small Samples Manuel Koller January 14, 2015 Contents

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Source URL: stat.ethz.ch

Language: English - Date: 2015-02-19 19:16:10
19Non-parametric statistics / Regression analysis / Econometrics / Compositional data / Robust regression / Principal component analysis / Normal distribution / Variance / Outlier / Statistics / Data analysis / Robust statistics

Package ‘robCompositions’ May 6, 2015 Type Package Title Robust Estimation for Compositional Data VersionDate

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Source URL: cran.r-project.org

Language: English - Date: 2015-05-06 11:22:28
20Error / Measurement / Robust statistics / Outlier / Errors and residuals in statistics / Smoothing / Principal component analysis / Sunlight / Statistics / Data analysis / Regression analysis

OMBRO—OMHCHO—OMOCLO De-Striping README FILE Date of this Document: 1 February 2007 Overview This document describes algorithm implementations of destriping corrections for the L2 products of the SAO PGEs OMBRO, OMHCH

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Source URL: macuv.gsfc.nasa.gov

Language: English - Date: 2014-10-08 23:44:12
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