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Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-11, Vol.79 (5), p.1645-1666

2017

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Including Covariates in the Regression Discontinuity Design

Journal of business & economic statistics, 2019-10, Vol.37 (4), p.736-748

2019

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Unconditional Quantile Treatment Effects Under Endogeneity

Journal of business & economic statistics, 2013-07, Vol.31 (3), p.346-357

2013

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Nonparametric IV estimation of local average treatment effects with covariates

Journal of econometrics, 2007-07, Vol.139 (1), p.35-75

Frolich, Markus

2007

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Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators

The review of economics and statistics, 2004-02, Vol.86 (1), p.77-90

Frolich, Markus

2004

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Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments

Journal of applied econometrics (Chichester, England), 2020-08, Vol.35 (5), p.481-504

2020

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Research standards in empirical development economics: What’s well begun, is half done

World development, 2020-03, Vol.127, p.104786, Article 104786

2020

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Adverse Selection in Low-Income Health Insurance Markets: Evidence from an RCT in Pakistan

American economic journal. Applied economics, 2023-07, Vol.15 (3), p.313-340

2023

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Knowledge and Adoption of Complex Agricultural Technologies: Evidence from an Extension Experiment

The World Bank economic review, 2022-02, Vol.36 (1), p.68-90

2022

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The Critical Role of Implementing Partners: Evidence From Training Micro and Small Enterprises Across 12 Financial Service Providers

The Journal of development studies, 2024-07, Vol.60 (7), p.1088-1113

2024

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Linking savings behavior, confidence and individual feedback: A field experiment in Ethiopia

Journal of economic behavior & organization, 2019-11, Vol.167, p.122-151

2019

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Quantile treatment effects in the regression discontinuity design

Journal of econometrics, 2012-06, Vol.168 (2), p.382-395

2012

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School Meals and Educational Outcomes in Rural Ethiopia

The Journal of development studies, 2019-08, Vol.55 (8), p.1741-1756

2019

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Estimation of Quantile Treatment Effects with Stata

The Stata journal, 2010-09, Vol.10 (3), p.423-457

2010

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Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition

Journal of the American Statistical Association, 2014-12, Vol.109 (508), p.1697-1711

2014

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Effects of Insurance on Child Labour: Ex-Ante and Ex-Post Behavioural Changes

The Journal of development studies, 2018-06, Vol.54 (6), p.1002-1018

2018

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Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies

Journal of the American Statistical Association, 2010-09, Vol.105 (491), p.1014-1029

2010

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Strengthening producer organizations to increase market access of smallholder farmers in Uganda

Agricultural and resource economics review, 2021-12, Vol.50 (3), p.436-464

2021

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Sweden's school choice reform and equality of opportunity

Labour economics, 2014-10, Vol.30 (S1), p.129-142

2014

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The impact of culture and ecology on cooperation in a common-pool resource experiment

Ecological economics, 2011-07, Vol.70 (9), p.1599-1608

2011

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Combining Matching and Nonparametric Instrumental Variable Estimation: Theory and An Application to the Evaluation of Active Labour Market Policies

Journal of applied econometrics (Chichester, England), 2015-08, Vol.30 (5), p.718-738

2015

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Caseworker Like Me - Does The Similarity Between The Unemployed and Their Caseworkers Increase Job Placements

The Economic journal (London), 2010-12, Vol.120 (549), p.1430-1459

2010

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Propensity score matching without conditional independence assumption-with an application to the gender wage gap in the United Kingdom

The econometrics journal, 2007-01, Vol.10 (2), p.359-407

Frölich, Markus

2007

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Building trust in rural producer organizations: results from a randomized controlled trial

Agricultural and resource economics review, 2021-12, Vol.50 (3), p.465-484

2021

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Co-managing common-pool resources: Do formal rules have to be adapted to traditional ecological norms?

Ecological economics, 2013-11, Vol.95, p.51-62

2013

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Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables

Including Covariates in the Regression Discontinuity Design

Unconditional Quantile Treatment Effects Under Endogeneity

Nonparametric IV estimation of local average treatment effects with covariates

Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators

Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments

Research standards in empirical development economics: What’s well begun, is half done

Adverse Selection in Low-Income Health Insurance Markets: Evidence from an RCT in Pakistan

Knowledge and Adoption of Complex Agricultural Technologies: Evidence from an Extension Experiment

The Critical Role of Implementing Partners: Evidence From Training Micro and Small Enterprises Across 12 Financial Service Providers

Linking savings behavior, confidence and individual feedback: A field experiment in Ethiopia

Quantile treatment effects in the regression discontinuity design

School Meals and Educational Outcomes in Rural Ethiopia

Estimation of Quantile Treatment Effects with Stata

Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition

Effects of Insurance on Child Labour: Ex-Ante and Ex-Post Behavioural Changes

Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies

Strengthening producer organizations to increase market access of smallholder farmers in Uganda

Sweden's school choice reform and equality of opportunity

The impact of culture and ecology on cooperation in a common-pool resource experiment

Combining Matching and Nonparametric Instrumental Variable Estimation: Theory and An Application to the Evaluation of Active Labour Market Policies

Caseworker Like Me - Does The Similarity Between The Unemployed and Their Caseworkers Increase Job Placements

Propensity score matching without conditional independence assumption-with an application to the gender wage gap in the United Kingdom

Building trust in rural producer organizations: results from a randomized controlled trial

Co-managing common-pool resources: Do formal rules have to be adapted to traditional ecological norms?

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