• Introduction
• Matrix Algebra
  • Vector Operations
    • Vector Operations in Mata
    • Vector Operations in Stata
    • Vector Operations in Octave
    • Vector Operations in R
  • Matrix Operations
    • Matrix Operations in Mata
    • Matrix Operations in Stata
    • Matrix Operations in Octave
    • Matrix Operations in SAS IML
    • Matrix Operations in R
    • Matrix Operations in SPSS
• What is an SSCP Matrix?
• The Seven Basic Matrices of Multivariate Analysis
• Mean Vectors and Matrices
• Computing the Deviation SSCP
• Matrix Tricks
• The Multivariate Normal Distribution
• Regression Analysis
  • Regression Analysis I -- Simple Regression
  • Regression Analysis II -- Multiple Regression
  • Regression Analysis III -- Matrix Formulation
  • Matrix Regression Revealed
  • Multivariate Multiple Regression
• Probit Analysis
  • Univariate Probit Models
  • Bivariate Probit Models
  • Multivariate Probit Models
• Hypothesis Testing: 1 & 2 Groups
• Hypothesis Testing: k-Groups
• Profile Analysis
• Hypothesis Testing: Equality of Covariance Matrices
• More on Matrices
  • Matrix Operations II
  • Matrix Operations III
• Discriminant Analysis
• Classification of Observations
• Canonical Correlation Analysis
• The Big Picture
• Multivariate Data: The Long and the Wide of It
• Factorial Multivariate Analysis of Variance
• Variations in the Key of F
• General Linear Model
• Principal Components and Factor Analysis Models
  • Principal Components Analysis
  • More Principal Components
  • Exploratory Factor Analysis
  • More Exploratory Factor Analysis
  • Q Factor Analysis
• Linear Structural Models
• Cluster Analysis
  • Hierarchical Cluster Analysis
  • Partition Cluster Analysis
• Multidimensional Scaling
• Correspondence Analysis
• Latent Class and Mixture Models

Multivariate Analysis