Topics in Multivariate Analysis Topics 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 Analysis) Crosstabulation Curve Estimation Data Imputation/Missing Values Data Levels Discriminant Function Analysis Evaluation Research * Program Theory Factor Analysis Game Theory Generalized Linear Models/Generalized Estimating Equations GLM (Univariate), ANOVA, and ANCOVA GLM (Multivariate), MANOVA, and MANCOVA Hierarchical Lineal Modeling Kaplan-Meier Survival Analysis Latent Class Analysis Linear Mixed Models Logistic Regression Log-linear Models, Logit, and Probit Multidimensional Scaling Multilevel Modeling Network Analysis Nonlinear Regression Partial Least Squares Regression Path Analysis Probability Qualitative Methods 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 >two independent samples * Tests for two dependent samples * Tests for >two dependent samples * Resampling Methods Simulation * Social Agent Simulation Structural Equation Modeling Survey Research Theoretical Frameworks Time Series Analysis * Event Analysis Two-Stage Least Squares Regression Validity Weighted Least Squares Regression http://www2.chass.ncsu.edu/garson/pa765/statnote.htm
统计方法 统计方法