Information about Canonical Correlation Analysis

Published on March 24, 2008

Author: blazf

Source: slideshare.net

Bag of words: Vocabulary: {wi | i = 1, …, N } Documents are represented with vectors (word space): Example: Document set: Document vector representation: d1 = “Canonical Correlation Analysis” x1 = (1, 1, 1, 0, 0, 0) d2 = “Numerical Analysis” x2 = (0, 0, 1, 1, 0, 0) d3 = “Numerical Linear Algebra” x3 = (0, 0, 0, 1, 1, 1,) Vocabulary: {“Canonical ”, “Correlation ”, “Analysis”, “Numerical ”, “Linear ”, “Algebra”}

In statistics, canonical-correlation analysis (CCA) is a way of making sense of cross-covariance matrices. If we have two vectors X = (X 1, ..., X n) and Y ...

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Canonical correlation analysis is a method for exploring the relationships between two multivariate sets of variables (vectors), all measured on the same ...

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Statistics – Textbook. Canonical Analysis. ... In the terminology of canonical correlation analysis, the weighted sums define a canonical root or variate.

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SPSS Data Analysis Examples Canonical Correlation Analysis. Version info: Code for this page was tested in IBM SPSS 20. Canonical correlation analysis is ...

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Canonical analysis. Canonical analysis belongs to a group of methods which involve solving the characteristic equation for its latent roots and vectors.

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R Data Analysis Examples: Canonical Correlation Analysis. Canonical correlation analysis is used to identify and measure the associations among two sets of ...

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Canonical Correlation Analysis is used to test the correlation between two sets of variables. Available in Excel using the XLSTAT add-on statistical software.

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Canonical correlation is a descriptive or exploratory technique rather than ... Canonical analysis proceeds by solving the above equation for eigenvalues ...

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2 CCA: Canonical Correlation Analysis in R When performing CCA, mathematical arguments compel data to have more units than vari-ables in each set.

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Canonical Correlation a Tutorial Magnus Borga January 12, 2001 Contents ... Canonical correlation analysis (CCA) is a way of measuring the linear relationship

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