Panel Data Models In Stata Course

Panel Data Models In Stata Course on 27/02/2023 to 03/03/2023

Course content

·         An introduction to panel data

·         Getting started with panel data

·         Summary statistics and dynamics

·         Data generation

·         The regression model

·         Variance-covariance estimators

·         Margins and marginal effects

·         Basic panel-data estimation concepts

·         Moment-based estimation

·         Panel data, regression, and efficiency

·         Random-effects model

·         Fixed-effects model

·         Comparing and random-effects estimates

·         First-differenced estimator

·         Deciding between random and fixed effects

·         Population-averaged models

·         Probit models for panel data: Random effects

·         Probit models for panel data: Population averaged

·         Probit models for panel data: Remarks

·         Logit models for panel data: Random effects

·         Logit models for panel data: Fixed effects

·         Logit models for panel data: Population averaged

·         Poisson models for panel data

·         Cross-sectional estimation under endogeneity

·         Panel-data estimation under endogeneity

·         Building dynamic models

·         complex dynamic structure