Course Curriculum
Total learning: 27 lessons / 5 quizzes
Time: 30 weeks
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Module 1: Introduction to Panel Data 4
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Introduction to the courseLecture1.1
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Data types and benefits of panel dataLecture1.2
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Basic linear panel data modelLecture1.3
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Panel Data Test 1Quiz1.15 questions
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Module 2: Panel Data Set-up in STATA 5
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How to create log and do files in STATALecture2.108 min
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How to import data into STATALecture2.205 min
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Panel data set up and LM test in STATALecture2.306 min
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Resources (DO file, sample data and lecture slides)Lecture2.4
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Panel Data Test 2Quiz2.15 questions
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Module 3: Static panel data models 7
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Random effects model in STATALecture3.109 min
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Fixed effects model in STATALecture3.211 min
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Random versus fixed effects models in STATALecture3.304 min
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Between estimator in STATALecture3.404 min
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Hausman and Taylor model in STATALecture3.513 min
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Moderating effects in STATALecture3.607 min
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Panel Data Test 3Quiz3.15 questions
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Module 4: Dynamic panel data models 7
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Introduction to GMMLecture4.107 min
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Difference GMM model in STATALecture4.214 min
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System GMM model in STATALecture4.311 min
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Difference Versus System GMM models in STATALecture4.405 min
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Two-step GMM in STATALecture4.505 min
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GMM specification options in STATALecture4.608 min
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Panel Data Test 4Quiz4.15 questions
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Module 5: Two-error model, output reporting and references 9
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Two-way error componentLecture5.106 min
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STATA output in MS Word – Copy pasteLecture5.204 min
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STATA output in MS Word – asdoc commandLecture5.310 min
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STATA output in MS Word – outreg2 commandLecture5.408 min
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STATA output in MS Word – esttab commandLecture5.507 min
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Additional reporting in journal articleLecture5.606 min
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References for panel data analysisLecture5.702 min
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Summary of learning outcomeLecture5.803 min
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Panel Data Test 5Quiz5.15 questions
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