Panel Data Analysis using Stata

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Panel Data Analysis using Stata

Enroll now for instructor led online course in Panel Data Analysis using Stata and master the application of advanced econometric methods to real world cases. The course covers basic panel data techniques like fixed effect and random effect models and advances to GMM and PMG estimators for Panel Data

The course is best recommended for PhD students in Economics, Finance, Business, Management, Political Economy, Public Policy, International Trade, Health Economics, Environmental Economics and Social Sciences to help them write their PhD Thesis.

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Panel data analysis using stata

Course Objectives and Learning outcomes

Our courses are designed specifically looking into the problems of students and researchers in understanding the core concepts and application of theory to test real world scenarios.

Course Objectives

Developing strong understanding of the core theory with practical demonstrations. 

Enabling the students to develop a research design with application of econometric theory to panel data

Developing strong data analytics skills with computing skills in relevant econometric softwares

Enabling the participants to write effective reports and high impact research papers, thesis or dissertations

Expected Learning Outcomes

The students will be able to understand the technical material and theories of econometrics

Each student will be assessed to have the strong foundation in developing practical research plans to complete it

Participating students will be having strong programming and data analytics skills in Stata, Eviews, SPSS and R

All the students will be able to write effective research reports and high impact thesis or research articles

Features of our Online Course in Panel Data Analysis

Personalized contents

Advanced course contents

Verifiable Certificates

One to one video conference

Complete Discussions

AnEc Membership

100% practical demos

Weekly Live Lectures

Paid freelance projects

Instant Feedback and Answers

Each lecture is recorded

Research co-authorship

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learn panel data analysis using stata

Course Contents

The course in Panel Data Analysis using will cover the follow thematic contents. The complete list of topics can be requested from the course instructor as the following is only to describe the key topics covered in the course. You can also add your own list of topics if you wish to learn Applied Microeconometrics at advanced level.

Fixed Effects and Random Effects

Variables in panel data can vary either only across individuals or only time periods or both. To capture the true picture of such variations, specific methods like fixed effects, random effects, population averaged or between effects regression models will be discussed applied to real data.

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Hausman test vs LM test

To select the true model to capture the true variation, we will employ Hausman test to determine between fixed effects or random effects of LM test to determine between the random effects and pooled regression models. The tests will be practically demonstrated using real world data.

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Testing all assumptions endogeneity

To validate a regression model is the criteria to base the estimated model should be used for all predictions and inferences, we need to to use many assumptions of the underlying models. These assumptions include autocorrelation, endogeneity, heteroskedasticity and multicollinearity.

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2SLS, GMM and Panel Time Series Models

The course will cover the advanced topics in estimating instrumental variable models, Hausman-Taylor estimator, Two stage least squares regression model, testing for weak endogeneity, Durbin-Wu-Hausman test, system and difference GMM, panel unit root, panel var, panel vecm and panel ARDL.

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Complete the course and earn verifiable certificates

All courses from AnEc Center for Econometrics Research offers digitally verifiable certificates that can be connected to your professional networks, as email signature or can be downloaded in PDF for using as printed copy.

Digitally verifiable certificate

Certificates from AnEc Center for Econometrics Research are digitally verifiable through our system with a unique number for each copy. 

LinkedIn Connected Certificates

Now attach your certificates to your professional networks like LinkedIn and promote your skills for higher chances of recruitment and promotion.

Downloadable and Printed Copies

All certificates are free to download forever and printed copies can be requested upon request and only paying the fees for shipping to your address.

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