Faster Principal Component Regression and Stable Matrix Chebyshev Approximation

Source URL: proceedings.mlr.press

Dimensionality Reduction using Symbolic Regression Extended Abstract 1 Ilknur Icke1

Source URL: eniac.cs.qc.cuny.edu

• Statistics
• Multivariate statistics
• Machine learning
• Data analysis
• Statistical classification
• Learning
• Dimension reduction
• Business intelligence
• Dimensionality reduction
• Principal component analysis
• Multidimensional scaling
• Data classification

Tutorial: An example of statistical data analysis using the R environment for statistical computing D G Rossiter Version 1.3; March 8, 2014

Source URL: www.css.cornell.edu

• Regression analysis
• Econometrics
• Parametric statistics
• Multivariate statistics
• Statistical tests
• Analysis of variance
• Linear regression
• Errors and residuals
• Principal component analysis
• Statistics
• Factor analysis
• Outline of regression analysis

CS168: The Modern Algorithmic Toolbox Lecture #7: Understanding and Using Principal Component Analysis (PCA) Tim Roughgarden & Gregory Valiant∗ April 18, 2016

Source URL: theory.stanford.edu

• Multivariate statistics
• Dimension reduction
• Abstract algebra
• Linear algebra
• Analytic geometry
• Principal component analysis
• Dimensionality reduction
• Eigenvalues and eigenvectors
• Linear regression
• Euclidean vector
• Degrees of freedom
• Eigenface

Chapter 6 Constructs, Components, and Factor models Parsimony of description has been a goal of science since at least the famous dictum commonly attributed to William of Ockham to not multiply entities beyond necessity

Source URL: personality-project.org

• Covariance and correlation
• Factor analysis
• Multivariate statistics
• Regression analysis
• Linear algebra
• Principal component analysis
• Eigenvalues and eigenvectors
• Covariance matrix
• Matrix
• Exploratory factor analysis
• Singular value decomposition
• Multiple correlation

Tutorial: Using the R Environment for Statistical Computing An example with the Mercer & Hall wheat yield dataset D G Rossiter University of Twente, Faculty of Geo-Information Science & Earth Observation (ITC)

Source URL: www.css.cornell.edu

• Statistical theory
• Regression analysis
• Econometrics
• Actuarial science
• Multivariate statistics
• R
• Data analysis
• Principal component analysis
• Errors and residuals
• Spatial analysis
• Linear regression
• Bootstrapping

This article was downloaded by:[Mitteroecker, Philipp] On: 11 October 2007 Access Details: [subscription numberPublisher: Taylor & Francis Informa Ltd Registered in England and Wales Registered Number: 107295

Source URL: theoretical.univie.ac.at

• Covariance and correlation
• Regression analysis
• Multivariate statistics
• Factor analysis
• Psychometrics
• Principal component analysis
• Covariance
• G factor
• Exploratory factor analysis
• Correlation and dependence
• Morphometrics
• Partial least squares regression

A Protocol for Factor Identification by Kuntara Pukthuanthong and Richard Roll Abstract Several hundred factor candidates have been suggested in the literature. We propose a protocol for determining which factor candidat

Source URL: www.q-group.org

• Mathematical finance
• Financial risk
• Multivariate statistics
• Investment
• Actuarial science
• Factor theory
• Beta
• Diversification
• Investment management
• Factor analysis
• FamaMacBeth regression
• Principal component analysis

Computation-Risk Tradeoffs for Covariance-Thresholded Regression Dinah Shender∗

Source URL: jmlr.org

• Multivariate statistics
• Sparse PCA
• Principal component analysis

A Quantitative Evaluation of Surface Normal Estimation in Point Clouds Krzysztof Jordan1 and Philippos Mordohai1 Abstract— We revisit a well-studied problem in the analysis of range data: surface normal estimation for

Source URL: www.cs.stevens.edu

• Estimation theory
• Vector calculus
• 3D computer graphics
• Regression analysis
• Normal
• Surfaces
• Three-dimensional space
• Differential geometry of surfaces
• Principal component analysis
• Curvature
• Pi
• Linear regression