Description

Book Synopsis

- 1. Introduction.- 2. Principal Component Analysis (PCA).- 3. Complements on PCA.- 4. PCA with Metrics on Rows and Columns.- 5. Correspondence Analysis.- 6. PCA with Instrumental Variables.- 7. Canonical Correlation Analysis.- 8. Multiple Canonical Correlation Analysis.- 9. Multidimensional Scaling.

Linear Dimensionality Reduction

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    A Paperback by Alain Franc

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      Publisher: Springer
      Publication Date: Publication Date: 9/10/2025
      ISBN13: 9783031957840, 978-3031957840
      ISBN10: 3031957849

      Description

      Book Synopsis

      - 1. Introduction.- 2. Principal Component Analysis (PCA).- 3. Complements on PCA.- 4. PCA with Metrics on Rows and Columns.- 5. Correspondence Analysis.- 6. PCA with Instrumental Variables.- 7. Canonical Correlation Analysis.- 8. Multiple Canonical Correlation Analysis.- 9. Multidimensional Scaling.

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