difference-in-differences

There are 4 repositories under difference-in-differences topic.

• asheshrambachan / HonestDiD

  Robust inference in difference-in-differences and event study designs

  difference-in-differencesevent-studiesrobust-inference
  Language:R 171

• bernardodionisi / differences

  difference-in-differences in Python

  causal-inferencedifference-in-differenceseconometricspanel-data
  Language:Python 89

• mcaceresb / stata-honestdid

  Robust inference in difference-in-differences and event study designs (Stata version of the R package of the same name)

  difference-in-differencesevent-studiesrobust-inference
  Language:Stata 78

• MasaAsami / pysynthdid

  Synthetic difference in differences for Python

  pythoncausal-inferenceeconometricsprogram-evaluationpolicy-evaluationdifference-in-differencessynthetic-controlevidence-based-policyevidencecausality
  Language:Jupyter Notebook 62

• JuliaDiffinDiffs / DiffinDiffs.jl

  A suite of Julia packages for difference-in-differences

  juliaeconometricscausal-inferenceeconomicsempirical-researchdifference-in-differencesevent-studies
  Language:Julia 37

• TsaiLintung / fastdid

  fast and flexible Difference-in-Differences

  difference-in-differencesevent-studystaggered-did
  Language:R 22
• Causal-Inference-Using-Quasi-Experimental-Methods

  LeihuaYe / Causal-Inference-Using-Quasi-Experimental-Methods

  Causal Inference Using Quasi-Experimental Methods

  causal-inferencecausalitycausationcausal-modelscausality-analysiscausalcausal-impactexperimentalexperimental-designexperimentationexperimentsrdditssynthetic-controlinterrupted-time-seriesregression-discontinuity-designsdifference-in-differences
  20

• JuliaDiffinDiffs / InteractionWeightedDIDs.jl

  Regression-based multi-period difference-in-differences with heterogenous treatment effects

  econometricseconomicscausal-inferencedifference-in-differencesevent-studiesempirical-researchjuliaregressionfixed-effects
  Language:Julia 13

• ibantel / difference-in-differences

  Difference-in-Differences analysis of survey data to estimate causal effects

  rdifference-in-differencesdidsurvey-analysis
  Language:R 9

• xiaobaaaa / EventStudyInteracts.jl

  This package is a Julia replication of the Stata package eventstudyinteract provided by Sun and Abraham (2021).

  difference-in-differencesstaggered-did
  Language:Julia 7

• JuliaDiffinDiffs / DiffinDiffsBase.jl

  Base package for DiffinDiffs.jl

  econometricscausal-inferencedifference-in-differences
  Language:Julia 6

• milos-agathon / strongmen_replication

  This repo provides data and code for replicating JPR article "Strongmen Cry Too: The Effect of Aerial Bombing on Voting for The Incumbent in Competitive Autocracies"

  geospatial-datageospatial-analysisgeospatial-visualizationrgisdifference-in-differencescausal-inference
  Language:R 5

• kkranker / cic

  Stata implementation of the Athey and Imbens (2006) Changes-in-Changes model

  statadifference-in-differenceschanges-inchangeseconometricsmodelquantile-regressionquantile-treatment-effectsstata-commandstata-packages
  Language:Stata 4

• apoorvalal / sp2DID

  semiparametric 2-period DiD estimators for the ATT

  difference-in-differenceslassopanel-data
  Language:R 3

• nazlialagoz / Staggered-DiD-Slides

  Slides for "Staggered Difference-in-Differences in Practice: Causal Insights from the Music Industry" Presentation for PyData Amsterdam 2023 (14-16 September)- Nazli M. Alagoz

  causalitydata-sciencedifference-in-differences
  3

• Soung-Low / sentiment-index-chinese-stock-market

  Sentiment Index of China's Stock Market and its Causal Effect on Stock Indices

  naive-bayesdifference-in-differencesempirical-mode-decomposition
  Language:Jupyter Notebook 3

• ErichDenk / DiD

  Personal Notes on DiD Literature

  difference-in-differenceseconometrics
  2

• raos-projects / causal-inference-workshop-2024

  Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.

  causal-inferencecausal-inference-bookcausalitydifference-in-differenceseconometricsinstrumental-variableinstrumental-variable-analysisinstrumental-variablesmachine-learningmatchingpropensity-scorepropensity-score-matchingpropensity-scoresregressionregression-discontinuityregression-discontinuity-designs
  Language:Stata 2

• tobias-schnabel / matrix-completion

  Bachelor Thesis in Econometrics, Maastricht University

  difference-in-differencesmatrix-completionsimulation
  Language:R 2

• clarissaache / opioid-control-regulation-analysis

  This proejct shows 2 approaches to perform causal inference for policy evaluation .

  causal-inferencepandas-dataframepythondifference-in-differences
  Language:Jupyter Notebook 1

• Harshraj1301 / Airbnb---Chicago-Superhost-Prediction

  Forecasted Airbnb 'Super host' status in Chicago with an 84% accuracy using Logistic Regression and assessed potential returns on investment employing the Herfindahl Index for strategic investment insights

  data-preprocessing-and-cleaningdifference-in-differencesgradient-boostinglogistic-regressionrandom-forest
  Language:Jupyter Notebook 1

• manuhuth / dsDidClient

  We propose dsDid, a federated learning package implemented in DataSHIELD with a federated version of the DID approach of Callaway and Sant'Anna (2022) at its core. It allows for the federated estimation of treatment effects per period and the corresponding federated uncertainty quantification.

  data-privacydatashielddifference-in-differencesfederated-learning
  Language:R 1

• marcelo-ghia / Scraping-the-Booking-Website

  Measure the effect of the event Primavera Sound on the prices of accomodations in the city of Barcelona

  difference-in-differencesscrapingtext-mining
  Language:Jupyter Notebook 1

• murattasdemir / Diff-in-Diff-Notes

  Keeping track of what is going on with the latest DiD innovations.

  forkdiff-in-diffcausal-inferenceaggregatoreconometricsdifference-in-differences
  Language:HTML 1

• murattasdemir / twowayfeweights

  Estimates the weights and the measure of robustness to treatment effect heterogeneity attached to the two-way fixed effects regressions studied in Chaisemartin & D'Haultfoeuille (2018).

  causal-inferenceeconometricsrr-packagestwfediddifference-in-differences
  Language:R 1

• nhb-uyen / Difference-in-differences

  Use Difference in Differences method to validate U.S. food aid affects on civil conflict.

  statadifference-in-differencesvalidationhypothesis-testing
  Language:Roff 1

• salimwid / Measuring_Change_Trading_Asset_Ratio_after_Crisis_DiD

  [Python] Measured the change in Trading Asset Ratio (TAR) in Bank Holding Companies after Volcker Rule is imposed after 2008 Financial Crisis with Difference-in-Difference (DiD) Technique

  difference-in-differenceslinear-regressioneconometricspythonpropensity-matchingfinancial-analysisfinancial-data
  Language:Jupyter Notebook 1

• ulaseraslan / Econometrics

  Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis

  ols-regressionmultiple-linear-regressiondata-analysisdifference-in-differencesstatafixed-effectsinstrumental-variable
  Language:Stata 1

• vettorefburana / Difference-in-Differences

  Causal inference between minimum wage and employment using difference in differences

  causal-inferencecausality-analysisdifference-in-differences
  Language:R 1

• jmccormick7 / HealthLineEmploymentStudy

  Code Files and Data for "The WealthLine--Examining the Effect of the HealthLine Bus Rapid Transit on Resident Employment"

  bus-rapid-transit-systemdifference-in-differenceseconometricseconomic-researcheconomicspublic-transportationurban-economics
  Language:Python 0

• jolly-io / Econometrics_Differences_In_Differences

  difference-in-differenceseconometric-analysis
  0

• MadisonHardesty / 13th-Floor

  Why do buildings skip the thirteenth floor? Investigating the Impact of Omitting the 13th Floor in NYC Residential Buildings

  difference-in-differencesmatching-modelsuperstition
  Language:R 0

• sheny2 / STA-640

  simulation study into whether fixed/random effects account for unmeasured confounding

  causal-inferencedifference-in-differencesfixed-effects-modelrandom-effects-modelsimulation
  Language:HTML 0

• marcelo-ghia / Sentiment-Analysis

  How much following Russia Today affect sentiment regarding the Russia/Ukraine war

  data-analysisdifference-in-differencessentiment-analysistext-miningtwitter-api
  Language:Jupyter Notebook

• murattasdemir / exploratory-notebooks

  Causal analysis simulations

  causal-inferencecodediddiff-in-diffdifference-in-differencespythonsimulation
  Language:Jupyter Notebook
• Bike-Share

  robertialenti / Bike-Share

  Assessing the Impact of the REV on Bike Share in Montreal

  bike-sharingdifference-in-differences
  Language:Python