Training On Panel Data Models Using Stata

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.

Duration

5 Days

Target Audience

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

Objectives

By the end of the training 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

Course Outline

• Introduction to panel data
• Start working with Panel data.
• Statistics and dynamics summary
• Data generation
• Regression 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

Certification

• Upon successful completion of this training, participants will be issued with Macskills Training and Development Institute Certificate

Training Venue

• Training will be held at Macskills Training Centre. We also tailor make the training upon request at different locations across the world.

Airport Pick Up and Accommodation

• Airport pick up and accommodation is arranged upon request.

Terms Of Payment

• Payment should be made to Macskills Development Institute bank account before the start of the training and receipts sent via email.