Subset of Statistics. 다변량분석

보통 두가지를 의미한다.

1. 다변수분석(multi-variable technique)으로서, 단변량/이변량분석의 확장형
2. 변수들이 모두 random하고, 그들의 관계가 개별적으로 설명할 수 없게 엮어 있는 경우

다음으로 구분된다. What type of relationship is being examined?

• Dependence

  • multiple relationships of dependent and independent variables : StructuralEquationModeling

  • Several dependent variables in single relatioship
    • Metric

      • Metric : CanonicalCorrelation

      • Nonmetric : MultiVariateAnalysisOfVariance

    • Nonmetric : CanonicalCorrelation with dummy variables

• Interdependence

  • Variable : FactorAnalysis

  • Cases/Respondent : ClusterAnalysis

  • Object

    • Metric : MultiDimensionalScaling

    • Nonmetric : CorrespondenceAnalysis

관련책들

• MultivariateDataAnalysis

관련자료

• AppliedMultiVariateStatisticalAnalysis

• http://www.academicpress.com/www/journal/mv.htm