7. From official doc¶

Table of Contents¶

• 7.1. Linear Regression
  • 7.1.1. Examples
  • 7.1.2. Technical Documentation
  • 7.1.3. Module Reference
• 7.2. Generalized Linear Models
  • 7.2.1. Examples
  • 7.2.2. Technical Documentation
  • 7.2.3. Module Reference
• 7.3. Generalized Estimating Equations
  • 7.3.1. Examples
  • 7.3.2. Module Reference
• 7.4. Robust Linear Models
  • 7.4.1. Examples
  • 7.4.2. Technical Documentation
  • 7.4.3. Module Reference
• 7.5. Linear Mixed Effects Models
  • 7.5.1. Examples
  • 7.5.2. Technical Documentation
  • 7.5.3. Module Reference
• 7.6. Regression with Discrete Dependent Variable
  • 7.6.1. Examples
  • 7.6.2. Technical Documentation
  • 7.6.3. Module Reference
• 7.7. ANOVA
  • 7.7.1. Examples
  • 7.7.2. Module Reference
• 7.8. Time Series analysis tsa
  • 7.8.1. Descriptive Statistics and Tests
  • 7.8.2. Estimation
  • 7.8.3. Vector Autogressive Processes (VAR)
  • 7.8.4. ARMA Process
  • 7.8.5. Time Series Filters
  • 7.8.6. TSA Tools
  • 7.8.7. VARMA Process
  • 7.8.8. Interpolation
• 7.9. Models for Survival and Duration Analysis
  • 7.9.1. Examples
  • 7.9.2. Module Reference
• 7.10. Statistics stats
  • 7.10.1. Residual Diagnostics and Specification Tests
  • 7.10.2. Sandwich Robust Covariances
  • 7.10.3. Goodness of Fit Tests and Measures
  • 7.10.4. Non-Parametric Tests
  • 7.10.5. Interrater Reliability and Agreement
  • 7.10.6. Multiple Tests and Multiple Comparison Procedures
  • 7.10.7. Basic Statistics and t-Tests with frequency weights
  • 7.10.8. Power and Sample Size Calculations
  • 7.10.9. Proportion
  • 7.10.10. Moment Helpers
• 7.11. Nonparametric Methods nonparametric
  • 7.11.1. Kernel density estimation
  • 7.11.2. Kernel regression
  • 7.11.3. References
  • 7.11.4. Module Reference
• 7.12. Generalized Method of Moments gmm
  • 7.12.1. Module Reference
• 7.13. Empirical Likelihood emplike
  • 7.13.1. Introduction
  • 7.13.2. Examples
  • 7.13.3. Module Reference
• 7.14. Other Models miscmodels
  • 7.14.1. Count Models count
  • 7.14.2. Linear Model with t-distributed errors
• 7.15. Distributions
  • 7.15.1. Empirical Distributions
  • 7.15.2. Distribution Extras
  • 7.15.3. Univariate Distributions by non-linear Transformations
• 7.16. Graphics
  • 7.16.1. Goodness of Fit Plots
  • 7.16.2. Boxplots
  • 7.16.3. Correlation Plots
  • 7.16.4. Functional Plots
  • 7.16.5. Regression Plots
  • 7.16.6. Time Series Plots
  • 7.16.7. Other Plots
• 7.17. Input-Output iolib
  • 7.17.1. Examples
  • 7.17.2. Module Reference
• 7.18. Tools
  • 7.18.1. Module Reference
• 7.19. The Datasets Package
  • 7.19.1. Using Datasets from Stata
  • 7.19.2. Using Datasets from R
  • 7.19.3. R Datasets Function Reference
  • 7.19.4. Available Datasets
  • 7.19.5. Usage
  • 7.19.6. Additional information
• 7.20. Sandbox
  • 7.20.1. Examples
  • 7.20.2. Module Reference