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

Citing Statnotes: . StatNotes is a rolling publication which is free for educational use through linking only but copyrighted. It is customary to cite it by your date of retrieval: Garson, G. David (n.d.). "Title of Topic", from Statnotes: Topics in Multivariate Analysis. Retrieved mm/dd/yyyy from http://www2.chass.ncsu.edu/garson/pa765/statnote.htm.
Copyright notice: Permission is granted to LINK to pages in this directory, but be warned that it contains copyrighted information which may not be reproduced in print or copied electronically OTHER THAN BY WEB LINKS. Only web links assure access to current, updated information. Please inform me of violations of this policy. I appreciate e-mail regarding suggestions and comments and to better understand usage of this page: David_Garson@ncsu.edu. Please put "StatNotes" in the subject line to avoid the spam filter
@c 1996, 2008, G. David Garson.
Public administration degree program: . For information on NCSU's Public Administration MPA and Ph.D. programs, contact William McGee at wlmcgee@social.chass.ncsu.edu, stating which degree program is of interest. The Ph.D. in Public Administration is a research degree focused on state of the art management analysis for individuals oriented toward academic and other research careers.. The MPA is a 12-month degree focused on generic managerial skills in the public and non-profit sectors.
Workshops and consulting: . Prof. Garson does not do statistical consulting. For inquiries about workshops on particular topics,and for feedback on Statnotes, contact david_garson@ncsu.edu.


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Quantitative Methods

  • Association
          * Dichotomous Measures
          * Nominal Measures
          * Nominal-Interval Association: Eta
          * Ordinal Measures
  • 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 Levels
  • Discriminant Function Analysis
  • Evaluation Research
  • Event History Analysis
  • Factor Analysis
  • Game Theory
  • Generalized Linear Models/Generalized Estimating Equations
  • GLM (Univariate), ANOVA, and ANCOVA
  • GLM (Multivariate), MANOVA, and MANCOVA
  • GLM Repeated Measures
  • Hierarchical Linear Modeling
  • Kaplan-Meier Survival Analysis
  • Life Tables
  • Latent Class Analysis
  • Linear Mixed Models
  • Logistic Regression
  • Log-linear Models,
           Logit, and Probit
  • Multidimensional Scaling
  • Multilevel Modeling
  • Network Analysis
  • Nonlinear Regression
  • Ordinal Regression
  • Partial Least Squares Regression
  • Path Analysis
  • Power Analysis
  • Probability
  • Probit and Logit Response Models
  • Random Coefficients Models
  • Random Effects Models
  • Regression Analysis
  • Reliability Analysis
  • Resampling
  • Research Designs
  • Sampling
  • Scales and Standard Measures
  • Significance Testing
          * Binomial Test
          * Normal Curve Means Tests
          * t-tests
          * Chi-Square Significance Tests
          * Fisher Exact Test
          *  One-sample Runs Test of randomness
          *  One-sample Kolmogorov-Smirnov goodness-of-fit test
          *  Tests for two independent samples
          * Tests for multiple independent samples
          * Tests for two dependent samples
          * Tests for multiple dependent samples
          *  Resampling Methods
  • Simulation
          * Social Agent Simulation
  • SPSS Modules (List)
  • Structural Equation Modeling
  • Survey Research
  • Time Series Analysis
  • Two-Stage Least Squares Regression
  • Validity
  • Weighted Least Squares Regression
  • Qualitative Methods

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

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

  • Theoretical Frameworks

  • Traditional PA Theories
  • Actor-Network Theory
  • Agenda Setting Theory
  • Diffusion Theory
  • Feminist Theory
  • "Garbage Can" Models (Multiple Stream Theory)
  • Governance Theory
  • Grounded Theory (discussed in the section on 'case studies')
  • Institutional Theory
  • Market Theory
  • Network Theory
  • Organizational Ecology Theory
  • Post-Modernist Theory
  • Principal-Agent Theory
  • Program Theory
  • Public Choice Theory
  • Routine Activity Theory
  • Social Capital Theory
  • Social Choice Theory
  • Social Judgment Theory
  • Symbolic Interactionism
  • Theory of Reasoned Action / Technology Acceptance Model
  • Virtual Value Chain Theory
  • Theoretical Frameworks

  •      Click on the book for information.