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Panel Data Models in STATA Training Course

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COURSE OVERVIEW

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:

This 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

Methodology

The instructor led trainings are delivered using a blended learning approach and comprises of presentations, guided sessions of practical exercise, web-based tutorials and group work. Our facilitators are seasoned industry experts with years of experience, working as professional and trainers in these fields.

All facilitation and course materials will be offered in English. The participants should be reasonably proficient in English.

Certification

Upon successful completion of this training, participants will be issued with Steady Development Centre certificate.

Training Venue

The training will be held at Steady Development Centre. The course fee covers the course tuition, training materials, two break refreshments and lunch.

All participants will additionally cater for their, travel expenses, visa application, insurance, and other personal expenses.

Accommodation and Airport Pickup

Accommodation and airport pickup are arranged upon request. For reservations contact the training officer.

  • Email: training@steadydevelopmentcentre.com
  • Mobile: +254 718108851

 

Tailor- Made

This training can also be customized to suit the needs of your institution upon request. You can have it delivered in our Steady Development Centre or at a convenient location.

Payment

The course fee payment should be transferred to Steady Development Centre account through bank, 3 working days before commencement of the training so as to enable us to prepare better.

For further inquiries, please contact us on:

  • Tel: +254 718108851
  • Email: training@steadydevelopmentcentre.com

Our Upcoming Training Schedule

Online Training Date Training Fee Apply Now