TRAINING COURSE ON PANEL DATA MODELS IN STATA COURSE

Start Date: 14/02/2022 End Date: 25/02/2022 for 10 days

Organizer: DATA-AFRIQUE CONSULTANCY
Course fee: USD 2,000

INTRODUCTION

This course focusses on the interpretation of panel-data estimates and the assumptions underlying the models. The concepts presented are reinforced with practical exercises at the end of each session.

COURSE OBJECTIVES

At the end of this course the participants will be able to:

•          Analyse linear, nonlinear, and dynamic panel data estimators using STATA
•          Implement linear, nonlinear, and dynamic panel data estimators using STATA

DURATION

10 Days

WHO SHOULD ATTEND

This course targets researchers, practitioners in all fields who want to learn about panel data estimates using STATA.

COURSE CONTENT

•          Introduction to panel data
•          Start working with Panel data
•          Statistics and dynamics summary
•          Data generation
•          Regresssion model
•          Variance covariance estimators
•          Margins and Marginal effects
•          Basic Panel- data estimation concepts
•          Moment-based estimation
•          Fixed-effects model
•          Panel data, regression and efficiency
•          Random-effects model
•          Comparing and random-effects estimates
•          First-differenced estimator
•          Choosing between random and fixed effects
•          First-differenced estimator
•          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 foe panel data: Radom effects
•          Logit models foe panel data: fixed effects
•          Logit models foe 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