Principal component regression

Results: 297



#Item
171Econometrics / Estimation theory / Parametric statistics / Linear regression / Dimension reduction / Principal component analysis / Partial least squares regression / Nonlinear dimensionality reduction / Nonlinear regression / Statistics / Regression analysis / Multivariate statistics

Neural Process Lett DOI[removed]s11063[removed]Local Dimensionality Reduction for Non-Parametric Regression Heiko Hoffmann · Stefan Schaal · Sethu Vijayakumar

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Source URL: www-clmc.usc.edu

Language: English - Date: 2009-03-02 14:19:36
172Linear regression / Partial least squares regression / Backfitting algorithm / Principal component analysis / Supervised learning / Least squares / Nonlinear regression / Ordinary least squares / Outline of regression analysis / Statistics / Regression analysis / Additive model

ARTICLE Communicated by Kechen Zhang Efficient Learning and Feature Selection in High-Dimensional Regression

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Source URL: www-clmc.usc.edu

Language: English - Date: 2010-02-06 00:59:42
173Data analysis / Estimation theory / Regression analysis / Bootstrapping / Resampling / Linear regression / Confidence interval / Principal component analysis / Statistics / Econometrics / Statistical inference

Ph.D. Applied and Computational Statistics Qualifying Exam August 2012 Department of Statistics, Texas A&M University Part I: Computational Statistics (Total 50 points) Instruction

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Source URL: www.stat.tamu.edu

Language: English - Date: 2012-08-30 15:45:22
174Signal processing / Regression analysis / Multivariate normal distribution / Normal distribution / Linear regression / Principal component analysis / Estimation theory / Multivariate analysis / Statistics / Multivariate statistics / Data analysis

University of Manitoba, Department Statistics STAT[removed] – Applied Multivariate Analysis Fall 2014 CRN

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Source URL: umanitoba.ca

Language: English - Date: 2014-08-26 16:09:20
175Singular value decomposition / Data analysis / Principal component analysis / Chemometrics / Matrix / Function / Multivariate analysis / Regression analysis / Decision tree learning / Statistics / Multivariate statistics / Statistical methods

Package ‘ChemometricsWithR’ August 4, 2014 Type Package Title Chemometrics with R - Multivariate Data Analysis in the Natural Sciences and Life Sciences Version[removed]Author Ron Wehrens

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Source URL: cran.r-project.org

Language: English - Date: 2014-08-04 06:15:23
176Singular value decomposition / Multivariate statistics / Matrix theory / Mathematical optimization / Principal component analysis / Eigendecomposition of a matrix / Eigenvalues and eigenvectors / Sparse PCA / Matrix / Algebra / Mathematics / Linear algebra

Sparse Regression as a Sparse Eigenvalue Problem Baback Moghaddam Jet Propulsion Laboratory California Institute of Technology [removed]

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Source URL: ml.jpl.nasa.gov

Language: English - Date: 2008-01-09 21:34:49
177Econometrics / Least squares / Principal component analysis / Null / Orthogonality / Degrees of freedom / Variance / Coefficient of determination / Statistics / Data analysis / Regression analysis

Package ‘remote’ August 25, 2014 Type Package Title Empirical Orthogonal Teleconnections in R Version[removed]Date[removed]

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Source URL: cran.r-project.org

Language: English
178Spatial data analysis / Econometrics / Regression analysis / Spatial analysis / Linear discriminant analysis / Bandwidth / Principal component analysis / Statistics / Multivariate statistics / Geostatistics

Package ‘GWmodel’ July 2, 2014 Version[removed]Date[removed]Title Geographically weighted models Author Binbin Lu[aut], Paul Harris[aut], Martin Charlton[aut], Chris Brunsdon[aut], Tomoki Nakaya[aut], Isabella Golli

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 09:51:27
179Regression analysis / Estimation theory / Parametric statistics / Variance / Principal component analysis / Linear regression / Covariance / Coefficient of determination / Correlation and dependence / Statistics / Covariance and correlation / Data analysis

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Source URL: www.atmos-chem-phys.net

Language: English - Date: 2013-08-22 07:46:46
180Signal processing / Regression analysis / Multivariate normal distribution / Normal distribution / Linear regression / Principal component analysis / Estimation theory / Multivariate analysis / Statistics / Multivariate statistics / Data analysis

University of Manitoba, Department Statistics STAT[removed] – Applied Multivariate Analysis Fall 2014 CRN

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Source URL: umanitoba.ca

Language: English - Date: 2014-08-26 16:09:20
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