Statnotes: Topics in Multivariate Analysis, by G. David Garson



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Quantitative Methods

  • Association, Measures of
  • Assumptions, Testing of
  • Canonical Correlation
  • Cluster Analysis
  • Correlation
  • Correlation, Partial
  • Correspondence Analysis
  • Cox Regression (Proportional Hazards Model)
  • Crosstabulation
  • Curve Estimation
  • Data Distributions and Random Numbers
  • Data Imputation/Missing Values
  • Data/Measurement Levels
  • Discriminant Function Analysis
  • Evaluation Research
  • Factor Analysis
  • Game Theory
  • Generalized Linear Models/Generalized Estimating Equations
  • GLM (Univariate), ANOVA, and ANCOVA
  • GLM (Multivariate), MANOVA, and MANCOVA
  • Hierarchical Linear Modeling
  • Kaplan-Meier Survival Analysis
  • Life Tables
  • Latent Class Analysis
  • Linear Mixed Models
  • Logistic Regression
  • Log-linear Models
  • Longitudinal Analysis
  • Multidimensional Scaling
  • Multilevel Modeling
  • Network Analysis
  • Nonlinear Regression
  • Ordinal Regression
  • Parametric Survival Analysis
  • Partial Least Squares Regression
  • Path Analysis
  • Power Analysis
  • Probability
  • Probit Regression & Response Models
  • Random Coefficients Models
  • Random Effects Models
  • Regression Analysis
  • Reliability Analysis
  • Resampling
  • Research Designs
  • Sampling
  • Scales and Measures
  • Significance Testing
  • Structural Equation Modeling
  • Simulated Data
  • Survey Research
  • Time Series Analysis
  • Two-Stage Least Squares Regression
  • Validity
  • Variance Components Analysis
  • Weighted Least Squares Regression
  • Qualitative Methods

  • Case Studies
  • Content Analysis
  • Delphi Method
  • Ethnographic Research

  • Focus Groups
  • Grounded Theory
  • Narrative Analysis
  • Participant Observation
  • Qualitative Methods