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

Looking for Statnotes?

StatNotes, viewed by millions of visitors for the last decade, has now been converted to e-books in Adobe Reader and Kindle Reader format, under the auspices of Statistical Associates Publishers. The e-book format serves many purposes: readers may cite sources by title, publisher, year, and (in Adobe Reader format) page number; e-books may be downloaded to PCs, Ipads, smartphones, and other devices for reference convenience; and intellectual property is protected against piracy, which had become epidemic.

Click here to go to the new Statnotes website at .

Or you may use the Google search box below to search the website, which contains free e-books and web pages with overview summaries and tables of contents.

Or you may click on a specific topic below to view the specific overview/table of contents page. If an error message appears, a contents web page has not yet been created (but the e-book may be listed on the main page), or that topic has not yet been converted to ebook format.

Search This Website*


* Warning: Only as up-to-date as the Google web crawler
and does not include password-protected pdf e-books
only their corresponding web overview/table of contents pages.

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