This course focuses on the interpretation of panel-data estimates and the assumptions underlying the models. This course is geared for researchers and practitioners in all fields. The concepts presented are reinforced with practical exercises at the end of each section. 

The Panel Data Models in STATA Training Course equips participants with the knowledge and practical skills needed to analyze panel (longitudinal) data effectively. Through hands-on sessions, participants will learn how to set up, manage, and interpret panel datasets using STATA software. The course covers key concepts such as fixed effects, random effects, dynamic panel models, and model selection techniques. Ideal for researchers, analysts, and professionals, this training empowers participants to produce robust and insightful statistical analyses to support evidence-based decision-making. 

Course Objective:

This course will equip you with analysis and implementation of linear, nonlinear, and dynamic panel-data estimators using STATA.

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

Training Approach

This course will be delivered by our skilled trainers who have vast knowledge and experience as expert professionals in the fields. The course is taught in English and through a mix of theory, practical activities, group discussion and case studies. Course manuals and additional training materials will be provided to the participants upon completion of the training.

Tailor-Made Course

This course can also be tailor-made to meet organization requirement.

Training Venue 

The training will be held at our Upskill Training Centre. We also offer training for a group at requested location all over the world. The course fee covers the course tuition, training materials, two break refreshments, and buffet lunch.

Visa application, travel expenses, airport transfers, dinners, accommodation, insurance, and other personal expenses are catered by the participant

Certification

Participants will be issued with Upskill certificate upon completion of this course.

Airport Pickup and Accommodation

Airport pickup and accommodation is arranged upon request.

Terms of Payment: Unless otherwise agreed between the two parties, payment of the course fee should be done 3 working days before commencement of the training to enable us to prepare better

Course Booking

Please use the “book now” or “inquire” buttons on this page to either book your space or make further enquiries.