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Panel Data Models in STATA Training Course

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Online / Training
Jul 19, 2021 - Jul 23, 2021
USD  600.00

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

Schedules

Jul 19, 2021 - Jul 23, 2021
Weekdays 09:00 AM — 01:00 PM
No. of Days: 5
Total Hours: 20
No. of Participants: 10
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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 fulfil 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.

Our mission

Our aim is to provide our participants with a supportive atmosphere that embraces their needs and objectives as learners. With unique goals and a leading team of advisors and skilled trainer onhand, we create positive pathways through our short training solutions.

Our vision
To be the most prominent training, research and consultancy services provider, delivering exceptional training programs, consultancy services and post training support that assist organization fulfil their objectives for a sustainable result to the community. ...

Upskill Development Institute
Muthithi-Mpaka Road Junction, Nairobi, Nairobi, Kenya 00100
(+254) 721 331 808
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