Single Equation Models • Single Variables
Single equation models and single variables (JEL C2) cover econometric models with a single dependent variable.
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Scope
It includes regression, instrumental variables, limited-dependent-variable and time-series single-equation models.
Sub-topics
- General
- Cross-Sectional Models • Spatial Models • Treatment Effect Models • Quantile Regressions
- Time-Series Models • Dynamic Quantile Regressions • Dynamic Treatment Effect Models • Diffusion Processes
- Panel Data Models • Spatio-temporal Models
- Truncated and Censored Models • Switching Regression Models • Threshold Regression Models
- Discrete Regression and Qualitative Choice Models • Discrete Regressors • Proportions • Probabilities
- Instrumental Variables (IV) Estimation
- Other
Core questions
- How is a single-equation regression estimated?
- How are endogeneity and selection handled?
- How are limited and discrete outcomes modelled?
Key concepts
- Regression
- Instrumental variables
- Limited dependent variables
- Endogeneity
- Robust standard errors
Related topics
Frequently asked questions
- What are instrumental variables?
- A method using instruments correlated with an endogenous regressor but not the error to recover causal effects.