HUNTERTUTORING

Dimension reduction and grouping

Multivariate statistics · STEM / applied

Principal component analysis (PCA)

Objectives

  • Principal component analysis (PCA)
  • Factor analysis (introduction)
  • Cluster analysis: hierarchical
  • K-means
  • Discriminant analysis: LDA and QDA
  • Canonical correlation analysis (introduction)

Study materials

  • Study guideComing soon
  • Exam StrategyComing soon
  • Common MistakesComing soon
  • WorksheetsComing soon
  • Word problemsComing soon
  • Mixed PracticeComing soon
  • Multi-Unit ProblemsComing soon
  • ReviewComing soon
  • Practice testComing soon
  • Answer keyComing soon

Interactive practice

Quizzes, typed answers, and flashcards for this unit — coming soon.

  • Quiz

    Multiple-choice questions with instant feedback

    Coming soon
  • Typed practice

    Type answers and check them

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  • Flashcards

    Vocabulary and key facts

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  • Mixed quiz

    Harder mixed review for this standard

    Coming soon