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Multivariate analysis
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#	Item
171	Scientific contributions with PhD students St´ephane Girard Inria Rhˆ one-Alpes & LJK (team MISTIS). 655, avenue de l’Europe, MontbonnotSaint-Ismier Cedex, France Add to Reading List Source URL: mistis.inrialpes.fr Language: English - Date: 2016-05-04 05:59:46 Actuarial science Estimation theory Multivariate statistics Independence Machine learning Copula Heavy-tailed distribution Mixture model Normal distribution Quantile Regression analysis Maximum likelihood estimation
172	Magnetic Resonance in Medicine 48:180 –Independent Component Analysis of fMRI Data in the Complex Domain V.D. Calhoun,1,4* T. Adalı,4 G.D. Pearlson,1 P.C.M. van Zijl,2,3 and J.J. Pekar2,3* In BOLD fMRI a s Add to Reading List Source URL: mialab.mrn.org Language: English - Date: 2011-04-29 13:52:47 Neuroimaging Multivariate statistics Magnetic resonance imaging Cognitive neuroscience Neurotechnology Functional magnetic resonance imaging Independent component analysis Voxel Electroencephalography Principal component analysis Euclidean vector Complex number
173	A convex optimization approach to generalized moment problems in multivariate spectral estimation Michele Pavon Department of Mathematics University of Padova, Padova, Italy Add to Reading List Source URL: math.nyu.edu Language: English - Date: 2014-02-18 16:33:06 Signal processing Frequency domain analysis Estimation theory Statistical inference Spectral density estimation Anders Lindquist
174	LEARNING A FEATURE SPACE FOR SIMILARITY IN WORLD MUSIC Maria Panteli, Emmanouil Benetos, Simon Dixon Centre for Digital Music, Queen Mary University of London, United Kingdom {m.panteli, emmanouil.benetos, s.e.dixon}@qmu Add to Reading List Source URL: wp.nyu.edu Language: English - Date: 2016-08-16 16:20:29 Multivariate statistics Robust statistics Outlier K-nearest neighbors algorithm RANSAC Mahalanobis distance Non-negative matrix factorization Principal component analysis Linear discriminant analysis Music information retrieval Feature Data analysis
175	Bulletin of the Seismological Society of America, Vol. 97, No. 6, pp. 1890–1910, December 2007, doi: Real-Time Estimation of Fault Rupture Extent Using Near-Source versus Far-Source Classification b Add to Reading List Source URL: www.eqh.dpri.kyoto-u.ac.jp Language: English - Date: 2009-05-21 20:56:26 Statistical classification Multivariate statistics Estimation theory Probability distributions Bayesian statistics Linear discriminant analysis Discriminant function analysis Seismometer Normal distribution Likelihood function Mode Earthquake
176	Journal of Machine Learning Research450 Submitted 11/07; Revised 11/09; Published 1/10 Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting Add to Reading List Source URL: www.cs.stevens.edu Language: English - Date: 2010-02-04 17:27:11 Multivariate statistics Dimension reduction Computational statistics Machine learning Isomap Dimensionality reduction Nonlinear dimensionality reduction Semidefinite embedding Principal component analysis Tensor Manifold Multidimensional scaling
177	CUR Factorization via Discrete Empirical Interpolation Dan Sorensen Rice University Mark Embree Add to Reading List Source URL: mmds-data.org Language: English - Date: 2014-06-19 18:56:04 Linear algebra Functional analysis Numerical linear algebra Operator theory Multivariate statistics Singular value decomposition Principal component analysis Linear subspace Rank Multivariate normal distribution Singular value Distribution
178	Mach Learn:3–39 DOIs10994A majorization-minimization approach to the sparse generalized eigenvalue problem Bharath K. Sriperumbudur · David A. Torres · Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:27 Multivariate statistics Operations research Mathematical optimization Numerical linear algebra Dimension reduction Sparse PCA Sparse approximation Principal component analysis Limit of a function Convex optimization Semidefinite programming K-SVD
179	Running head: FINDING STRUCTURE IN DATA 1 Draft: Finding structure in data using multivariate tree boosting. Patrick J. Miller, Gitta H. Lubke, Daniel B. McArtor, C. S. Bergeman Add to Reading List Source URL: arxiv.org Language: English - Date: 2016-01-21 20:09:36 Regression analysis Decision trees Statistical methods Econometrics Ensemble learning Nonparametric regression Random forest Decision tree learning Prediction Structural equation modeling Data analysis Decision tree
180	LOCAL UTILITY AND MULTIVARIATE RISK AVERSION ARTHUR CHARPENTIER, ALFRED GALICHON, AND MARC HENRY Abstract. We revisit Machina’s local utility as a tool to analyze attitudes to multivariate risks. Using martingale embed Add to Reading List Source URL: www.istfin.eco.usi.ch Language: English - Date: 2013-04-05 05:27:37 Smooth functions Generalized functions Distribution Functional analysis Stochastic dominance Expected value Differential geometry Pullback Pushforward

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