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Canonical Correlation Analysis

Canonical Correlation Analysis

Canonical Correlation Analysis. Shyh-Kang Jeng Department of Electrical Engineering/ Graduate Institute of Communication/ Graduate Institute of Networking and Multimedia. Canonical Correlation Analysis. Seeks to identify and quantify the association between two sets of variables Examples

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807 views • 54 slides
Canonical Correlation

Canonical Correlation

Canonical Correlation. Psy 524 Andrew Ainsworth. Matrices. Summaries and reconfiguration. Trace. sum of diagonal elements. Trace. If the matrix is an SSCP matrix then the trace is the sum-of-squares

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521 views • 28 slides
Measuring Functional Integration: Connectivity Analyses

Measuring Functional Integration: Connectivity Analyses

Measuring Functional Integration: Connectivity Analyses. Roadmap to connectivity. Functional architecture of the brain?. Functional segregation : Univariate analyses of regionally specific effects. Functional integration : Multivariate analyses of regional interactions.

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262 views • 25 slides
Canonical Correlation Analysis (CCA)

Canonical Correlation Analysis (CCA)

Canonical Correlation Analysis (CCA). CCA. This is it! The mother of all linear statistical analysis. When ? We want to find a structural relation between a set of independent variables and a set of dependent variables. CCA. When ? (part 2)

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1.42k views • 20 slides
Canonical Correlation ????

Canonical Correlation ????

Canonical Correlation ????. ????. Analyze the relationships between two sets of variables Canonical correlation( r c ): Correlation between two composition of variables. R xy. IV1. DV1. IV2. DV2. r c. R xx. R yy. IV3. DV3. IV4. DV4. R yx. IV5. DV5.

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204 views • 18 slides
PCA: Lecture 3 Extensions of PCA and Related Tools

PCA: Lecture 3 Extensions of PCA and Related Tools

PCA: Lecture 3 Extensions of PCA and Related Tools. Extended EOF (EEOF), Singular spectrum analysis (SSA), M-SSA Canonical Correlation Analysis (CCA) Others Complex EOFs Maximum Covariance Analysis Principal Oscillation Patterns (POP) Independent Component Analysis (ISA).

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290 views • 14 slides

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