Week of June 27 - July 1, 2022 (Face-to-face)
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Day
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Time
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Lecture themes
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Lecturer
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Monday
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9:00 – 11:15
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Causal inference in microeconometrics and evidence-based policy
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Jurica Zrnc (HNB)
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Potential outcome framework, experimental and quasi-experimental design
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11:15 – 12:00
13:30 – 15:45
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Overview of Ordinary Least Squares, with the emphasis on endogeneity
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15:45 – 17:15
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Matching techniques: propensity score and exact matching
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Tuesday
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9:00 – 12:00
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Instrumental variables: classical and Local average treatment effects approach
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13:30 – 16:30
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Introduction and application to Stata
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Wednesday
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9:00 – 12:00
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Difference-in-differences: classical 2X2 approach and staggered rollout approach
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Ivan Žilić (EIZG)
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13:30 – 16:30
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Synthetic control methods
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Thursday
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9:00 – 12:00
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Regression discontinuity (RD): fuzzy and sharp RD
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13:30 – 15:00
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Overview of static panel data models: fixed and random effects
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Blanka Škrabić Perić (FEBT)
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15:00 – 18:00
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Applications in STATA
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Ivan Žilić (EIZG)
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Friday
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9:00 – 10:30
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Introduction to dynamic panel data models (large n small t)
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Blanka Škrabić Perić (FEBT)
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10:30 – 12:00
13:30-15.00
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Generalized method of moment (GMM): difference and system GMMs (instrumental variables, endogeneity, and diagnostic tests)
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15:00-16:30
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Applications in Stata
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Lunch break – every day from 12:00 to 13:30!
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