INTRODUCTION

The interpretation of panel-data estimates and the model assumptions are the main topics of this course. At the conclusion of each lesson, applicable exercises are given to further cement the topics covered.

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

5 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

GENERAL NOTES

• Our seasoned instructors, who have years of experience as seasoned professionals in their respective fields of work, will be teaching this course. A combination of practical exercises, theory, group projects, and case studies are used to teach the course.
• The participants receive training manuals and supplementary reading materials.
• Participants who complete this course successfully will receive a certificate.
• We can also create a course specifically for your organization to match your needs. To learn more, get in touch with us at training@dealsontrainers.org.
• The training will take place at DEALSON TRAINERS IN NAIROBI, KENYA in Nairobi, Kenya.
• The training fee includes lunch, course materials, and lodging for the training session. Upon request, we may arrange for our participants' lodging and transportation to the airport.
• Payment must be made to our bank account before the training begins, and documentation of payment should be emailed to training@dealsontrainers.org