Mod-01 Lec-23 Principal component analysis

Course Lectures

• Prologue

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-01 Lecture 1 - Basic concepts on multivariate distribution - I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-02 Basic concepts on multivariate distribution - II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-03 Multivariate normal distribution - I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-04 Multivariate normal distribution - II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-05 Multivariate normal distribution - III

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-06 Some problems on multivariate distributions - I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-07 Some problems on multivariate distributions - II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-08 Random sampling from multivariate normal distribution and Wishart distribution - I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-09 Random sampling from multivariate normal distribution and Wishart distribution - II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-10 Random sampling from multivariate normal distribution and Wishart distribution - III

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-11 Wishart distribution and it's properties -I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-12 Wishart distribution and it's properties- II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-13 Hotelling's T2 distribution and it's applications

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-14 Hotelling's T2 distribution and various confidence intervals and regions

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-15 Hotelling's T2 distribution and Profile analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-16 Profile analysis-I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-17 Profile analysis II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-18 MANOVA-I

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-19 MANOVA- II

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-20 MANOVA- III

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-21 MANOVA & Multiple correlation coefficient

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-22 Multiple correlation coefficient

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-23 Principal component analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-24 Principal component analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-25 Principal component analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-26 Cluster Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-27 Cluster Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-28 Cluster Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-29 Cluster Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-30 Discriminant analysis and classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-31 Discriminant Analysis and Classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-32 Discriminant Analysis and Classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-33 Discriminant Analysis and Classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-34 Discriminant Analysis and Classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-35 Discriminant Analysis and classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-36 Discriminant Analysis and Classification

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-37 Factor_Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-38 Factor_Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-39 Factor_Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-40 Canonical Correlation Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-41 Canonical Correlation Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-42 Canonical Correlation Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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• Mod-01 Lec-43 Canonical Correlation Analysis

  Dr. Sharmishtha Mitra, Dr. Amit Mitra

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