Details about Tymon Słoczyński

Access statistics for papers by Tymon Słoczyński.

Last updated 2024-12-05. Update your information in the RePEc Author Service.

Short-id: pso303

Working Papers

2025

1. Quantifying the Internal Validity of Weighted Estimands
   IZA Discussion Papers, Institute of Labor Economics (IZA)

2023

2. Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect
   Rationality and Competition Discussion Paper Series, CRC TRR 190 Rationality and Competition View citations (1)
   Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2022) View citations (3)
   CESifo Working Paper Series, CESifo (2022) View citations (3)
   See also Journal Article Abadie’s Kappa and Weighting Estimators of the Local Average Treatment Effect, Journal of Business & Economic Statistics, Taylor & Francis Journals (2025) (2025)

2022

3. Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment
   IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
   Also in CESifo Working Paper Series, CESifo (2022) View citations (1)

2021

4. Using the package hettreatreg to interpret OLS estimates under treatment-effect heterogeneity
   2021 Stata Conference, Stata Users Group
5. When Should We (Not) Interpret Linear IV Estimands as LATE?
   CESifo Working Paper Series, CESifo View citations (4)
   Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2021) View citations (3)

2020

6. Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights
   CESifo Working Paper Series, CESifo View citations (4)
   Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2020) View citations (2)
   See also Journal Article Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights, The Review of Economics and Statistics, MIT Press (2022) View citations (6) (2022)

2019

7. Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection
   CAGE Online Working Paper Series, Competitive Advantage in the Global Economy (CAGE) View citations (9)
   Also in The Warwick Economics Research Paper Series (TWERPS), University of Warwick, Department of Economics (2019) View citations (8)
   See also Journal Article Mostly harmless simulations? Using Monte Carlo studies for estimator selection, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2019) View citations (11) (2019)

2018

8. A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands
   Working Papers, Brandeis University, Department of Economics and International Business School View citations (6)
   Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) View citations (16)
9. Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes
   IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
   Also in Working Papers, Brandeis University, Department of Economics and International Business School (2018) View citations (1)
10. Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data
    Working Papers, Brandeis University, Department of Economics and International Business School
    See also Journal Article Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data, The Economic Journal, Royal Economic Society (2020) View citations (2) (2020)
11. Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies
    Working Papers, Brandeis University, Department of Economics and International Business School View citations (5)
    Also in CeMMAP working papers, Institute for Fiscal Studies (2013) View citations (1)
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2013) View citations (3)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) View citations (5)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2013) View citations (4)
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2018) View citations (5)

2015

12. Average Wage Gaps and Oaxaca–Blinder Decompositions
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (3)
13. New Evidence on Linear Regression and Treatment Effect Heterogeneity
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (2)
    Also in MPRA Paper, University Library of Munich, Germany (2012) View citations (3)

2014

14. A General Double Robustness Result for Estimating Average Treatment Effects
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (2)
    See also Journal Article A GENERAL DOUBLE ROBUSTNESS RESULT FOR ESTIMATING AVERAGE TREATMENT EFFECTS, Econometric Theory, Cambridge University Press (2018) View citations (43) (2018)
15. On the Use of Palynological Data in Economic History: New Methods and an Application to Agricultural Output in Central Europe, 0–2000 AD
    MPRA Paper, University Library of Munich, Germany
    See also Journal Article On the use of palynological data in economic history: New methods and an application to agricultural output in Central Europe, 0–2000AD, Explorations in Economic History, Elsevier (2016) View citations (2) (2016)

2013

16. Population Average Gender Effects
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (4)
17. The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator
    MPRA Paper, University Library of Munich, Germany
    Also in Working Papers, Department of Applied Econometrics, Warsaw School of Economics (2012) View citations (5)
    See also Journal Article The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator, Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford (2015) View citations (5) (2015)

Journal Articles

2025

1. Abadie’s Kappa and Weighting Estimators of the Local Average Treatment Effect
   Journal of Business & Economic Statistics, 2025, 43, (1), 164-177
   See also Working Paper Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect, Rationality and Competition Discussion Paper Series (2023) View citations (1) (2023)

2022

2. Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights
   The Review of Economics and Statistics, 2022, 104, (3), 501-509 View citations (6)
   See also Working Paper Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights, CESifo Working Paper Series (2020) View citations (4) (2020)

2020

3. Average Gaps and Oaxaca–Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes
   ILR Review, 2020, 73, (3), 705-729
4. Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data
   The Economic Journal, 2020, 130, (632), 2596-2618 View citations (2)
   See also Working Paper Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data, Working Papers (2018) (2018)

2019

5. Mostly harmless simulations? Using Monte Carlo studies for estimator selection
   Journal of Applied Econometrics, 2019, 34, (6), 893-910 View citations (11)
   See also Working Paper Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection, CAGE Online Working Paper Series (2019) View citations (9) (2019)

2018

6. A GENERAL DOUBLE ROBUSTNESS RESULT FOR ESTIMATING AVERAGE TREATMENT EFFECTS
   Econometric Theory, 2018, 34, (1), 112-133 View citations (43)
   See also Working Paper A General Double Robustness Result for Estimating Average Treatment Effects, IZA Discussion Papers (2014) View citations (2) (2014)

2016

7. On the use of palynological data in economic history: New methods and an application to agricultural output in Central Europe, 0–2000AD
   Explorations in Economic History, 2016, 59, (C), 17-39 View citations (2)
   See also Working Paper On the Use of Palynological Data in Economic History: New Methods and an Application to Agricultural Output in Central Europe, 0–2000 AD, MPRA Paper (2014) (2014)

2015

8. The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator
   Oxford Bulletin of Economics and Statistics, 2015, 77, (4), 588-604 View citations (5)
   See also Working Paper The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator, MPRA Paper (2013) (2013)

Software Items

2024

1. KAPPALATE: Stata module to estimate the local average treatment effect (LATE) using Abadie's kappa approach and other weighting estimators
   Statistical Software Components, Boston College Department of Economics

2023

2. HETTREATREG: Stata module to compute diagnostics for linear regression when treatment effects are heterogeneous
   Statistical Software Components, Boston College Department of Economics