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Principal component regression
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101	Running a Principal Component Analysis (PCA) with XLSTAT demoPCA.xls Dataset for running a Principal Component Analysis An Excel sheet containing both the data and the results for use in this tutorial can be downloaded Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2011-11-17 10:33:22 Data analysis Singular value decomposition Principal component analysis Econometrics XLSTAT Eigenvalues and eigenvectors Regression analysis Biplot Variance Statistics Algebra Multivariate statistics
102	JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 109, D10304, doi:2003JD004174, 2004 Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 2. Output errors F. Aires Add to Reading List Source URL: aramis.obspm.fr Language: English - Date: 2011-03-02 09:24:29 Computational neuroscience Estimation theory Numerical analysis Principal component analysis Covariance Error analysis Neural network Linear regression Uncertainty Statistics Econometrics Regression analysis
103	A Generalized Linear Model for Principal Component Analysis of Binary Data Andrew I. Schein Lawrence K. Saul Lyle H. Ungar Department of Computer and Information Science University of Pennsylvania Add to Reading List Source URL: www.andrewschein.com Language: English - Date: 2011-08-13 15:19:54 Estimation theory Linear algebra Matrix theory Principal component analysis Maximum likelihood Non-negative matrix factorization Expectation–maximization algorithm Logistic regression Biplot Statistics Regression analysis Multivariate statistics
104	Robust Imputation of Missing Values in Compositional Data Using the -Package robCompositions Matthias Templ∗,∗∗ , Peter Filzmoser∗ , Karel Hron∗∗∗ ∗ Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2015-05-06 11:22:28 Missing data Robust regression Bootstrapping Resampling Regression analysis Compositional data Outlier Principal component analysis Linear regression Statistics Data analysis Imputation
105	Microsoft Word - OWC CCR 2010.doc Add to Reading List Source URL: www.mauirealestatesearch.com Language: English Normal distribution Expectation–maximization algorithm Multivariate normal distribution Principal component analysis Wishart distribution Linear regression Symbol Conjugate prior Statistics Estimation theory Multivariate statistics
106	Sparse Bayesian Multi-Task Learning C´edric Archambeau, Shengbo Guo, Onno Zoeter Xerox Research Centre Europe {Cedric.Archambeau, Shengbo.Guo, Onno.Zoeter}@xrce.xerox.com Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-10-28 18:26:19 Normal distribution Expectation–maximization algorithm Multivariate normal distribution Principal component analysis Wishart distribution Linear regression Symbol Conjugate prior Statistics Estimation theory Multivariate statistics
107	(Reprinted from the 2010 American Statistical Association Proceedings with Edits) Correlated Component Regression: A Prediction/Classification Methodology for Possibly Many Features Jay Magidson Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2011-03-09 08:57:01 Logistic regression Principal component regression Linear discriminant analysis Separation Multicollinearity Stepwise regression Standardized coefficient Least squares Multinomial logit Statistics Regression analysis Linear regression
108	BIOMETRIC TECHNIQUES IN TAXONOMY & SYSTEMATICS Course Organiser: Prof Norman MacLeod, The Natural History Museum, London Add to Reading List Source URL: english.nigpas.cas.cn Language: English - Date: 2014-05-24 23:09:59 Econometrics Biology Physiology Morphometrics Allometry Principal component analysis Multivariate analysis Regression analysis Linear regression Statistics Multivariate statistics Statistical methods
109	Simulations for Sharpening Wald-type Inference in Robust Regression for Small Samples Manuel Koller January 14, 2015 Contents Add to Reading List Source URL: stat.ethz.ch Language: English - Date: 2015-02-19 19:16:10 Estimation theory Parametric statistics Hypothesis testing Normal distribution Variance Ordinary least squares Standard deviation Linear regression Principal component analysis Statistics Data analysis Regression analysis
110	PRODUCT OVERVIEW: Factors – Five geodemographic themes Add to Reading List Source URL: www.experian.com.au Language: English - Date: 2015-01-19 00:53:06 Statistical methods Percentile Mesh blocks Principal component analysis Regression analysis ACT Factor analysis Statistics Multivariate statistics Actuarial science

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