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Using Causal Forests to Predict Treatment Heterogeneity: An Application to Summer Jobs
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1073/pnas.1510489113openalex-snapshot
Recursive partitioning for heterogeneous causal effects
inferredcites →https://doi.org/10.1126/science.1257809openalex-snapshot
Summer jobs reduce violence among disadvantaged youth
What points at this work
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Luck Or Effort: Perceptions of the Role of Circumstances in Education and Demand for Targeted Spending
inferred← citeshttps://doi.org/10.2139/ssrn.5556302openalex-snapshot
From Threat to Opportunity: How Offline Stores Compete Amid Online-to-Offline Disruption
inferred← citeshttps://doi.org/10.2139/ssrn.5848152openalex-snapshot
Consumption Stimulus with Digital Coupons
inferred← citeshttps://doi.org/10.2139/ssrn.6832649openalex-snapshot
Machine Learning Insights on Agroforestry Adoption in Southern Malawi
inferred← citeshttps://doi.org/10.2139/ssrn.6847974openalex-snapshot
The effect of improvements in teachers’ classroom practices on the student’s social and emotional skills: Experimental evidence from Brazil
inferred← citeshttps://doi.org/10.3102/01623737211047256openalex-snapshot
Developing School Leaders: Findings From a Randomized Control Trial Study of the Executive Development Program and Paired Coaching
inferred← citeshttps://doi.org/10.31235/osf.io/tgvybopenalex-snapshot
Reducing Sexual-Orientation Discrimination: Experimental Evidence from Basic Information Treatments
inferred← citeshttps://doi.org/10.31235/osf.io/x68hjopenalex-snapshot
Uncovering Sociological Effect Heterogeneity Using Machine Learning
inferred← citeshttps://doi.org/10.3368/le.100.2.060622-0043r1openalex-snapshot
How Differently Do Farms Respond to Agri-environmental Policies? A Probabilistic Machine-Learning Approach
inferred← citeshttps://doi.org/10.3386/w20387openalex-snapshot
Selection into Credit Markets: Evidence from Agriculture in Mali
inferred← citeshttps://doi.org/10.3386/w22628openalex-snapshot
Heterogeneous Impact Dynamics of a Rural Business Development Program in Nicaragua
inferred← citeshttps://doi.org/10.3386/w23443openalex-snapshot
Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs
inferred← citeshttps://doi.org/10.3386/w28664openalex-snapshot
Do Workfare Programs Live Up to Their Promises? Experimental Evidence from Cote D’Ivoire
inferred← citeshttps://doi.org/10.3386/w29459openalex-snapshot
Some Children Left Behind: Variation in the Effects of an Educational Intervention
inferred← citeshttps://doi.org/10.3389/fmicb.2026.1705116openalex-snapshot
STROBE-causal machine learning for the human microbiome: systematic review on methodological innovations and validation frameworks
inferred← citeshttps://doi.org/10.3389/fpubh.2025.1683761openalex-snapshot
The impact of fine particulate pollution (PM2.5) on hospitalization costs in China
inferred← citeshttps://doi.org/10.3390/econometrics7040049openalex-snapshot
Causal Random Forests Model Using Instrumental Variable Quantile Regression
inferred← citeshttps://doi.org/10.3390/econometrics9020015openalex-snapshot
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions
inferred← citeshttps://doi.org/10.3390/f16111626openalex-snapshot
Insights into Forest Composition Effects on Wildland–Urban Interface Wildfire Suppression Expenditures in British Columbia
inferred← citeshttps://doi.org/10.3390/su17146434openalex-snapshot
Does the Development of Digital Finance Enhance Urban Energy Resilience? Evidence from Machine Learning
inferred← citeshttps://doi.org/10.33915/etd.7767openalex-snapshot
Three Essays on Health Economics and Policy Evaluation
inferred← citeshttps://doi.org/10.36837/chapman.000647openalex-snapshot
From Seasonality to Causality: Understanding Urban Water Usage Using Statistical and Machine Learning Models
inferred← citeshttps://doi.org/10.3982/ecta17458openalex-snapshot
Goals and Gaps: Educational Careers of Immigrant Children
inferred← citeshttps://doi.org/10.48550/arxiv.1906.01552openalex-snapshot
Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds
inferred← citeshttps://doi.org/10.48550/arxiv.1909.12592openalex-snapshot
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions
inferred← citeshttps://doi.org/10.48550/arxiv.2101.01407openalex-snapshot
To do or not to do: cost-sensitive causal decision-making
inferred← citeshttps://doi.org/10.48550/arxiv.2102.02285openalex-snapshot
Covariate adjustment in subgroup analyses of randomized clinical trials: A propensity score approach
inferred← citeshttps://doi.org/10.48550/arxiv.2106.10141openalex-snapshot
Active labour market policies for the long-term unemployed: New evidence from causal machine learning
inferred← citeshttps://doi.org/10.48550/arxiv.2107.13346openalex-snapshot
Doing Great at Estimating CATE? On the Neglected Assumptions in Benchmark Comparisons of Treatment Effect Estimators
inferred← citeshttps://doi.org/10.5089/9781513573656.001openalex-snapshot
Determinants of and Prospects for Market Access in Frontier Economies
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