Panel Data Models in STATA Training Course
Details
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 a discount of 10% to 50%) 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.
LINK:
https://upskilldevelopment.com/panel-data-models-in-stata-training-course
Upskill Development Institute is a leading provider of training, research and consultancy services to international organizations. We assist our clients to improve their skills and confident by offering the best possible solutions to enable them fulfill their objectives for a sustainable result. We strive to improve the quality and accessibility of the training by creating an environment that ensures successful learning from start to finish. Choosing an institution that supports your needs and understands your goals can be a challenge. We aim to eliminate this overwhelming process by providing you with high-quality solutions and courses that fully encompass the shifting tides of the different fields.
Area of training (Online and classroom training)
- Monitoring & Evaluation Courses
- GIS and Remote Sensing Courses
- Humanitarian & Social Development Courses
- Data Analysis and Management Courses
- Computing & Information Technology Courses
- Agriculture Development Courses
- Soft Skills Sales and Marketing Courses
- Accounting and Financial Management Courses ...
Related Courses
