Panel Data Models in STATA Training Course

Introduction

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. We also provide additional exercises at the end of each section and discussion sections on which you

Course Objective:

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

Course content

o An introduction to panel data

o Getting started with panel data

o Summary statistics and dynamics

o Data generation

o The regression model

o Variance-covariance estimators

o Margins and marginal effects

o Basic panel-data estimation concepts

o Moment-based estimation

o Panel data, regression, and efficiency

o Random-effects model

o Fixed-effects model

o Comparing and random-effects estimates

o First-differenced estimator

o Deciding between random and fixed effects

o Population-averaged models

o Probit models for panel data: Random effects

o Probit models for panel data: Population averaged

o Probit models for panel data: Remarks

o Logit models for panel data: Random effects

o Logit models for panel data: Fixed effects

o Logit models for panel data: Population averaged

o Poisson models for panel data

o Cross-sectional estimation under endogeneity

o Panel-data estimation under endogeneity

o Building dynamic models

o 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. For further inquiries, please contact us on: Email: [email protected] Tel: +254 721 331 808

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.