Principal component regression

Results: 297



#Item
261Multivariate statistics / Signal processing / Statistical classification / Kernel density estimation / Kernel regression / Multivariate kernel density estimation / Supervised learning / Gaussian function / Kernel principal component analysis / Statistics / Non-parametric statistics / Machine learning

Computational tractability of machine learning algorithms for tall fat data VIKAS CHANDRAKANT RAYKAR, University of Maryland, CollegePark

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Source URL: www.umiacs.umd.edu

Language: English - Date: 2006-10-27 09:51:07
262Data analysis / Econometrics / Singular value decomposition / Principal component analysis / Factor analysis / Normal distribution / Variance / Gross domestic product / Dynamic factor / Statistics / Regression analysis / Multivariate statistics

Nowcasting using the Chicago Fed National Activity Index Scott A. Brave and R. Andrew Butters

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Source URL: www.chicagofed.org

Language: English - Date: 2014-04-29 17:23:40
263Multivariate statistics / Singular value decomposition / Normal distribution / Gaussian function / Kernel principal component analysis / Principal component analysis / Kernel regression / Eigenvalues and eigenvectors / Taylor series / Mathematical analysis / Statistics / Algebra

Fast computation of sums of Gaussians in high dimensions VIKAS CHANDRAKANT RAYKAR, CHANGJIANG YANG, RAMANI DURAISWAMI, and NAIL GUMEROV Perceptual Interfaces and Reality Laboratory Department of Computer Science and Inst

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Source URL: www.umiacs.umd.edu

Language: English - Date: 2006-04-08 19:07:52
264Econometrics / Statistical models / Multivariate statistics / Hyperparameter / Normal distribution / Principal component analysis / Linear model / Conjugate prior / Variational Bayesian methods / Statistics / Bayesian statistics / Regression analysis

Journal of Machine Learning Research[removed]Submitted 4/00; Published 10/00

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Source URL: www.mth.kcl.ac.uk

Language: English - Date: 2013-07-30 05:44:55
265Regression analysis / Machine learning / Singular value decomposition / Least squares support vector machine / Support vector machine / Dimension reduction / Kernel principal component analysis / Principal component analysis / Feature selection / Statistics / Multivariate statistics / Statistical classification

SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds

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Source URL: www.ncbi.nlm.nih.gov

Language: English
266Econometrics / Data analysis / Regression analysis / Correlation and dependence / Partial correlation / Scatter plot / Canonical correlation / Linear regression / Principal component analysis / Statistics / Multivariate statistics / Covariance and correlation

In press: The American Statistician August 19, 2002 (v1.5)

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Source URL: euclid.psych.yorku.ca

Language: English - Date: 2012-09-12 11:48:19
267Econometrics / Least squares / Operations research / Chemometrics / Linear least squares / Principal component analysis / Linear regression / CP decomposition / Matrix / Statistics / Regression analysis / Multivariate statistics

JOURNAL OF CHEMOMETRICS, VOL. 11, 393–[removed]A FAST NON-NEGATIVITY-CONSTRAINED LEAST SQUARES

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Source URL: www.researchgate.net

Language: English
268Econometrics / Covariance and correlation / Data analysis / Principal component analysis / Dummy variable / Linear discriminant analysis / Linear regression / Least squares / Variance / Statistics / Regression analysis / Multivariate statistics

Simultaneous Analysis of Qualitative and Quantitative Data Analisi simultanea di dati qualitat~v~ e quanfitativi

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Source URL: cedric.cnam.fr

Language: English - Date: 2008-03-14 12:05:08
269Robust statistics / Operations research / Econometrics / RANSAC / Principal component analysis / Convex optimization / Least absolute deviations / Iteratively reweighted least squares / Linear regression / Statistics / Regression analysis / Mathematical optimization

ROBUST COMPUTATION OF LINEAR MODELS, OR HOW TO FIND A NEEDLE IN A HAYSTACK GILAD LERMAN∗ , MICHAEL MCCOY† , JOEL A. TROPP† , AND TENG ZHANG◦

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Source URL: users.cms.caltech.edu

Language: English - Date: 2012-02-21 11:36:38
270Robust statistics / Summary statistics / Econometrics / SAS / Principal component analysis / Quantile / Outlier / Sample mean and sample covariance / Linear regression / Statistics / Data analysis / Multivariate statistics

SAS Global Forum[removed]SAS Presents

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Source URL: support.sas.com

Language: English - Date: 2010-04-07 09:03:23
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