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  • Panel Data Analysis in Stata

Course Curriculum

Total learning: 27 lessons / 5 quizzes Time: 30 weeks
CoursesCoursePremium CoursePanel Data Analysis in Stata

    Module 1: Introduction to Panel Data 4

    • Lecture1.1
      Introduction to the course 03 min
    • Lecture1.2
      Data types and benefits of panel data 08 min
    • Lecture1.3
      Basic linear panel data model 08 min
    • Quiz1.1
      Panel Data Test 1 5 questions

    Module 2: Panel Data Set-up in STATA 5

    • Lecture2.1
      How to create log and do files in STATA 08 min
    • Lecture2.2
      How to import data into STATA 05 min
    • Lecture2.3
      Panel data set up and LM test in STATA 06 min
    • Lecture2.4
      Resources (DO file, sample data and lecture slides)
    • Quiz2.1
      Panel Data Test 2 5 questions

    Module 3: Static panel data models 7

    • Lecture3.1
      Random effects model in STATA 09 min
    • Lecture3.2
      Fixed effects model in STATA 11 min
    • Lecture3.3
      Random versus fixed effects models in STATA 04 min
    • Lecture3.4
      Between estimator in STATA 04 min
    • Lecture3.5
      Hausman and Taylor model in STATA 13 min
    • Lecture3.6
      Moderating effects in STATA 07 min
    • Quiz3.1
      Panel Data Test 3 5 questions

    Module 4: Dynamic panel data models 7

    • Lecture4.1
      Introduction to GMM 07 min
    • Lecture4.2
      Difference GMM model in STATA 14 min
    • Lecture4.3
      System GMM model in STATA 11 min
    • Lecture4.4
      Difference Versus System GMM models in STATA 05 min
    • Lecture4.5
      Two-step GMM in STATA 05 min
    • Lecture4.6
      GMM specification options in STATA 08 min
    • Quiz4.1
      Panel Data Test 4 5 questions

    Module 5: Two-error model, output reporting and references 9

    • Lecture5.1
      Two-way error component 06 min
    • Lecture5.2
      STATA output in MS Word – Copy paste 04 min
    • Lecture5.3
      STATA output in MS Word – asdoc command 10 min
    • Lecture5.4
      STATA output in MS Word – outreg2 command 08 min
    • Lecture5.5
      STATA output in MS Word – esttab command 07 min
    • Lecture5.6
      Additional reporting in journal article 06 min
    • Lecture5.7
      References for panel data analysis 02 min
    • Lecture5.8
      Summary of learning outcome 03 min
    • Quiz5.1
      Panel Data Test 5 5 questions
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