On this page, I compile publicly available resources for data preparation and analysis, writing and other grad school shenanigans. As a conscientious causal inference enthusiast, I comprehensively demonstrate the application of cutting-edge causal inference techniques based on my personal projects.

Teaching and resources

Writing

• Writing Science
  
• Practical Tips for Writing and Publishing Applied Economics Papers
  
• The Introduction Formula in Economics
  
• The Middle Bits Formula
  
• The Conclusion Formula
  
• How to Write Applied Papers in Economics

Coding

• Stata
  Coming soon…
  
• Python
  Coming soon…
  
• R
  Coming soon…
  
• GAMS
  Coming soon…
  
• Github
  Coming soon…
  
• LaTeX
  Coming soon…

Causal inference

• OLS
  Coming soon…
  
• RCT
  Coming soon…
  
• Diff-in-Diff (DiD) & event studies
  – Classical DiD (Canonical 2x2 DiD)
  Coming soon…
  – DiD with Multiple Time Periods (Pre and/or Post
  Coming soon…
  – Two-way Fixed Effects (TWFE)
  Coming soon…
  – Event study DiD (Traditional Approach)
  Coming soon…
  – Staggered DiD (Callaway & Sant’Anna Estimator, CSDiD)
  Coming soon…
  – Sun & Abraham Estimator (SA)
  Coming soon…
  – Imputation-based DiD
  Coming soon…
  – Gardener Two-stage DiD (Clean controls)
  Coming soon…
  – de Chaisermartin & D’Haultfoeuille Estimator(DID_M, DID_CSR)
  Coming soon…
  – Stacked Regression /Pooled Estimators
  Coming soon…
  – Local Projects DiD (LP-DiD
  Coming soon…
  – Synthetic DiD
  Coming soon…
  – Triple-Difference (DDD/DiDiD)
  Coming soon…
  – Fuzzy DiD
  Coming soon…
  – Continuous Treatment DiD (Dose-Response DiD
  Coming soon…
  – Spatial DiD / DiD with spillovers
  Coming soon…
  – Changes-in-Changes (CiC)
  Coming soon…
  – Quantile DiD (QDiD)
  Coming soon…
  – Matrix Completion DiD
  Coming soon…
  – DiD with Reversible Treatments (Switchback or On-Off Designs)
  Coming soon…
  – DiD with Instrumental Variables (IV-DiD /DiDIV)
  Coming soon…
  – DiD for repeated Cross-Sections
  Coming soon…
  – Repeated Cross-Sectional Synthetic DiD (RC-SDiD)
  Coming soon…
  – DiD with Matching/reweighting (e.g. PSM-DiD, IPW-DiD)
  Coming soon…
  – Doubly Robust DiD (DR-DiD)
  Coming soon…
  – DiD with Anticipation Effects/Aschenfelter Dips
  Coming soon…
  – Functional Difference-in-Difference (fDiD)
  Coming soon…
  – Bayesian DiD Approaches
  Coming soon…
  – Machine Learning-Enhanced DiD
  Coming soon…
  – Difference-in-Differences Estimators When No Unit Remains Untreated
  Coming soon…
  – Difference-in-Differences for Continuous Treatments and Instruments with Stayers
  Coming soon…
  
• Synthetic Control Method (SCM)
  Coming soon…
  
• Generalised Synthetic Control Method (GSC)
  Coming soon…
  
• Augmented Synthetic Control Method (ASCM)
  Coming soon…
  
• Standard IV
  Coming soon…
  
• Shift-share IV
  Coming soon…
  
• Regression Discontinuity Design
  Coming soon…
  
• Difference-in-Discontinuities (DiDC) design
  Coming soon…
  
• Spatial Regression Discontinuity Design
  Coming soon…
  
• Donut Regression Discontinuity Designs
  Coming soon…
  
• Half-Donut Regression Discontinuity Designs
  Coming soon…
  
• Multi-Cutoff Regression Discontinuity Designs
  Coming soon…
  
• Bunching
  Coming soon…
  
• Matching
  Coming soon…
  
• Spatial Matching
  Coming soon…
  
• Generalized Propensity Score Matching
  Coming soon…
  
• Causal Mechanisms
  Coming soon…
  
• Machine Learning for Impact Evaluation
  Coming soon…