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Using the Linear Probability Model to Estimate Impacts on Binary Outcomes in Randomized Controlled Trials

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  • John Deke

Abstract

In this brief we examine methodological criticisms of the Linear Probability Model (LPM) in general and conclude that these criticisms are not relevant to experimental impact analysis.

Suggested Citation

  • John Deke, "undated". "Using the Linear Probability Model to Estimate Impacts on Binary Outcomes in Randomized Controlled Trials," Mathematica Policy Research Reports 62a1477e274d429faf7e0c71b, Mathematica Policy Research.
    • Handle: RePEc:mpr:mprres:62a1477e274d429faf7e0c71ba1204b2
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    File URL: https://opa.hhs.gov/sites/default/files/2020-07/lpm-tabrief.pdf
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    References listed on IDEAS

    as
    1. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
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    2. Muhammad Qahraman Kakar, 2021. "Ethnic Disparities, Women Education and Empowerment in South Asia," Erudite Ph.D Dissertations, Erudite, number ph21-01 edited by Manon Domingues Dos Santos.
    3. Jorge Davalos & Monica Puoma Lambon-Quayefio & Samuel B. Manu, 2017. "An empirical assessment of the union facilitation effect in the Ghanaian labor market Author-Name: Nkechi S. Owoo," Working Papers PMMA 2017-08, PEP-PMMA.
    4. Lucia Dalla Pellegrina & Nuno Garoupa & Marian Gili, 2020. "Estimating Judicial Ideal Points in Bi‐Dimensional Courts: Evidence from Catalonia," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(2), pages 383-415, June.
    5. Jean Knab & Russell Cole, 2022. "Teen Pregnancy Prevention Evaluation Technical Assistance: A Case Study," Evaluation Review, , vol. 46(1), pages 32-57, February.
    6. Armenak Antinyan & Luca Corazzini, 2018. "Relative standing and temporary migration: Empirical evidence from the South Caucasus," Review of Development Economics, Wiley Blackwell, vol. 22(1), pages 361-383, February.

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    More about this item

    Keywords

    Linear Probability Model; Randomized Controlled Trials; TPP; Teenage Pregnancy Prevention; Technical Assistance;
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