Multiple or Simultaneous Equation Models • Multiple Variables
Multiple or simultaneous equation models (JEL C3) cover systems of equations and multivariate methods.
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Scope
It includes simultaneous-equations systems, panel data, multivariate models, and the analysis of interdependence.
Sub-topics
- General
- Cross-Sectional Models • Spatial Models • Treatment Effect Models • Quantile Regressions • Social Interaction Models
- Time-Series Models • Dynamic Quantile Regressions • Dynamic Treatment Effect Models • Diffusion Processes • State Space Models
- Panel Data Models • Spatio-temporal Models
- Truncated and Censored Models • Switching Regression Models
- Discrete Regression and Qualitative Choice Models • Discrete Regressors • Proportions
- Instrumental Variables (IV) Estimation
- Classification Methods • Cluster Analysis • Principal Components • Factor Models
- Other
Core questions
- How are systems of interdependent equations estimated?
- How is panel data analysed?
- How are multivariate relationships modelled?
Key concepts
- Simultaneous equations
- Panel data
- Multivariate models
- Fixed and random effects
- Systems estimation
Related topics
Frequently asked questions
- What is panel data?
- Data following the same units (e.g., firms, individuals) over time, allowing control for unobserved heterogeneity.