User:Hvsc1708/Books/A Few Statistical Tests

Parametric and Non-parametric tests

 * Some Statistical Background
 * Sample (statistics)
 * Test statistic
 * Random variable
 * Probability distribution
 * All models are wrong


 * Hypothesis - Philosophical and Statistical Background
 * Hypothesis
 * Null hypothesis
 * Statistical hypothesis testing
 * Dependent and independent variables


 * Parameter Basics
 * Parameter
 * Statistical parameter
 * Parametric model
 * Nonparametric statistics
 * Parametric statistics


 * Nonparametrics Tests
 * Chi-squared test
 * Cross-validation (statistics)


 * Parameteric tests
 * Z-test
 * Student's t-test
 * Paired difference test
 * Analysis of variance


 * Other Preliminary Tools
 * Correlation and dependence
 * Linear regression
 * Simple linear regression
 * Logistic regression
 * Cluster analysis
 * Factor analysis
 * Multidimensional scaling
 * Linear discriminant analysis
 * Conjoint analysis