Functional principal component analysis

Results: 75



#Item
61Functional analysis / Projection / Principal component analysis / Linear subspace / Rayleigh quotient / Singular value decomposition / Vector space / Algebra / Mathematics / Linear algebra

Linear Subspaces - Geometry No Invariants, so Capture Variation • Each image = a pt. in a high-dimensional space.

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Source URL: www.cs.umd.edu

Language: English - Date: 2009-02-12 17:01:46
62Multivariate statistics / Linear algebra / Singular value decomposition / Matrix theory / Functional analysis / Linear discriminant analysis / Principal component analysis / Eigenvalues and eigenvectors / Trace / Algebra / Statistics / Mathematics

Face Recognition Using Laplacianfaces Xiaofei He†, Shuicheng Yan‡, Yuxiao Hu*, Partha Niyogi†, Hong-Jiang Zhang* Department of Computer Science, The University of Chicago, 1100 E. 58th Street, Chicago, IL 60637 †

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Source URL: people.cs.uchicago.edu

Language: English - Date: 2004-04-29 16:17:30
63Matrix theory / Functional analysis / Singular value decomposition / Convex analysis / Convex optimization / Principal component analysis / Eigenvalues and eigenvectors / Differential equation / Projection / Algebra / Linear algebra / Mathematics

Robust learning of low-dimensional dynamics from large neural ensembles David Pfau Eftychios A. Pnevmatikakis

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Source URL: www.stat.columbia.edu

Language: English - Date: 2013-12-04 14:35:43
64Functional analysis / Multivariate statistics / Singular value decomposition / Data analysis / Principal component analysis / Kernel principal component analysis / Support vector machine / Orthonormality / Orthonormal basis / Algebra / Mathematics / Linear algebra

Microsoft PowerPoint - Martin_ApproxKPCA_Poster.ppt

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Source URL: www.sandia.gov

Language: English - Date: 2013-12-09 16:30:34
65Linear algebra / Multivariate statistics / Functional analysis / Signal processing / Kernel principal component analysis / Principal component analysis / Positive-definite kernel / Orthonormal basis / Inner product space / Algebra / Mathematics / Statistics

Microsoft PowerPoint - Martin_ApproxKPCA.ppt

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Source URL: www.sandia.gov

Language: English - Date: 2013-12-09 16:27:30
66Numerical linear algebra / Singular value decomposition / Functional analysis / Matrix theory / Principal component analysis / Kernel / Projection / Smoothing spline / Two-dimensional singular value decomposition / Algebra / Linear algebra / Mathematics

The Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions Jianhua Z. Huang, Haipeng Shen and Andreas Buja Abstract Two-way functional data consist of a data matrix whose row and colu

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Source URL: www.stat.tamu.edu

Language: English - Date: 2009-11-20 00:14:18
67Econometrics / Time series analysis / Multivariate statistics / Principal component analysis / Multivariate normal distribution / Covariance / Regression analysis / Variance / Correlation and dependence / Statistics / Covariance and correlation / Data analysis

Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data Lan Zhou, Jianhua Z. Huang, Josue G. Martinez, Arnab Maity, Veerabhadran Baladandayuthapani and Raymond J. Carroll

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Source URL: www.stat.tamu.edu

Language: English - Date: 2009-11-11 15:44:02
68Linear algebra / Data analysis / Singular value decomposition / Matrix theory / Splines / Smoothing spline / Smoothing / Principal component analysis / Tikhonov regularization / Algebra / Mathematics / Statistics

Electronic Journal of Statistics Vol[removed]–695 ISSN: [removed]DOI: [removed]EJS218 Functional principal components

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Source URL: www.stat.tamu.edu

Language: English - Date: 2008-07-23 22:08:48
69Econometrics / Scientific method / Statistical inference / Nonlinear dimensionality reduction / Regression analysis / Confidence interval / Principal component analysis / Functional data analysis / Dimension reduction / Statistics / Multivariate statistics / Data analysis

A local chapter of the American Statistical Association _http://www.amstat.org/chapters/sacramento/_ President: Christiana Drake, [removed]; Vice-President: Gloria J. Robertson, [removed]; Secretary: Kathleen

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Source URL: www.amstat.org

Language: English - Date: 2007-03-21 18:57:00
70Multivariate statistics / Linear algebra / Matrix theory / Singular value decomposition / Functional analysis / Principal component analysis / Chemometrics / Eigenvalues and eigenvectors / Linear discriminant analysis / Algebra / Statistics / Mathematics

Trim Size: 7in x 10in Pomerantsev ftoc.tex V2[removed]

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Source URL: media.wiley.com

Language: English - Date: 2014-04-21 16:22:38
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