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Principal components analysis - In statistics, principal components analysis (PCA) is a technique that can be used to simplify a dataset; more formally it is a linear transformation that chooses a new coordinate system for the data set such that the greatest variance by any projection of the data set ...
Independent component analysis - Independent component analysis (ICA) is a computational method for separating a multivariate signal into additive subcomponents supposing the mutual statistical independence of the non-Gaussian source signals. It is special case of blind source separation.
Generalized canonical correlation - In statistics, the generalized canonical correlation analysis (gCCA), is a way of making sense of cross-correlation matrices between the sets of random variables when there are more than two sets. It is a generalization of the Principal component analysis (PCA) to more than two sets of random variables like a conventional CCA also does the same thing for only two sets.
Partial least squares - In statistics, the method of partial least squares bears some relation to principal component analysis; instead of finding the hyperplanes of maximum variance, it finds a linear model describing some predicted variables in terms of other observable variables.
DataLab - Windows-based program for exploratory data analysis, offering important methods of statistical analysis and data visualization: regression, statistical test, cluster analysis, principal components, KNN classification, MLR, PCR, neural networks. Evaluation copy free; on-line purchase of full version.
CANOCO - Program for canonical community ordination by [partial] [detrended] [canonical] correspondence analysis, principal components analysis and redundancy analysis. [Commercial]
Tipping, Mike - Varied machine learning and data analysis topics, including Bayesian inference, relevance vector machine, probabilistic principal component analysis and visualisation methods.
Source: BazSites.com
Variance Component - Variance Component Variance Components by Shayle Robert Searle, This book presents broad coverage of variance components estimation and mixed models. Its ...
Principal 401k - Principal 401k Enron: The Smartest Guys in the Room (DVD) This searing examination of the Enron accounting scandal reveals the psychology of greed principal 401k and corporate corruption that facilitated the company`s rise to power principal 401k and also its ...
Analysis of Variance - Analysis of Variance Multivariate Analysis of Variance by James H. Bray, Analysis of variance (ANOVA) is one of the most frequently employed statistical techniques in the social sciences because ...
Electronic Component Identification - Electronic Component Identification Semi-Blind Signal Processing and Identification by Andrej Cichocki, With solid theoretical foundations and numerous potential applications ... of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation, Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization. Containing over 1400 references and mathematical expressions " ...
Component Vector - ... still among the most frequently cited sources in books and articles on financial optimization. The book uses functional analysis the study of linear vector spaces to impose simple, intuitive interpretations on complex, infinite-dimensional problems. The early chapters offer an introduction to functional analysis, with applications to optimization. Topics addressed include linear space, Hilbert space, least-squares estimation, dual spaces, and ...
Principal 401k - Principal 401k Enron: The Smartest Guys in the Room (DVD) This searing examination of the Enron accounting scandal reveals the psychology of greed principal 401k and corporate corruption that facilitated the company`s rise to power principal 401k and also its ...
Electromechanical Components - Electromechanical Components Mechanisms and Mechanical Devices Sourcebook with CDROM by Neil Sclater, The only reference of its kind, this sourcebook ... themselves in modern products, machines, and systems. This encyclopedic guide offers: *An extensive pictorial directory of time-tested components, mechanisms, and devices that have applications in new designs and modifications *Illustrated technical articles summarizing important, expanding ...
Computer Component - Computer Component Business Components Factory: A Comprehensive Overview of Component-Based Development for the Enterprise by Peter Herzum, In this book, ...
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