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ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment

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  • Giovanni Cerulli

    (National Research Council of Italy)

Abstract

In this article, I present ctreatreg, a command for estimating a dose–response function when i) treatment is continuous, ii) individuals may react heterogeneously to observable confounders, and iii) the selection into treatment may be endogenous. I implement two estimation procedures: ordinary least squares under conditional mean independence and instrumental variables under selection endogeneity. Finally, I present a Monte Carlo experiment to test the reliability of the proposed command. Copyright 2015 by StataCorp LP.

Suggested Citation

  • Giovanni Cerulli, 2015. "ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment," Stata Journal, StataCorp LP, vol. 15(4), pages 1019-1045, December.
    • Handle: RePEc:tsj:stataj:v:15:y:2015:i:4:p:1019-1045
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    Cited by:

    1. Xuhang Shen & Ziqi Wang & Shi Li, 2023. "Access to Piped Water and Off-Farm Work Participation: Evidence from Rural China," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    2. Prifti, Ervin & Estruch, Elisenda & Daidone, Silvio & Davis, Benjamin, 2019. "How much is too much: Does the size of income support transfers affect labor supply?," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 179-196.
    3. Moti Jaleta & Menale Kassie & Paswel Marenya & Chilot Yirga & Olaf Erenstein, 2018. "Impact of improved maize adoption on household food security of maize producing smallholder farmers in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 81-93, February.
    4. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
    5. Tamru, Seneshaw & Minten, Bart, 2018. "Investing in wet mills and washed coffee in Ethiopia: Benefits and constraints," ESSP working papers 121, International Food Policy Research Institute (IFPRI).
    6. Naji Bsisu & Amanda Murdie, 2022. "Interventions and repression following civil conflict," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(2), pages 213-228, March.
    7. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    8. Lota Tamini & Aristide B. Valéa, 2019. "Innovation Activities and Export Performance of Canadian Small and Medium-Sized Agri-Food Firms," CIRANO Working Papers 2019s-09, CIRANO.
    9. Maria Dolores Montoya Diaz & Adriano Dutra Teixeira, Fernando Antonio Slaibe Postali, Natalia Nunes Ferreira-Batista, Rodrigo Mor, 2019. "Primary health care coverage in Brazil: Assessment of the Family Health Program impacts on mortality at municipality level," Working Papers, Department of Economics 2019_42, University of São Paulo (FEA-USP), revised 12 Aug 2021.
    10. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    11. Jaka Cepec & Peter Grajzl & Barbara Mörec, 2022. "Public cash and modes of firm exit," Journal of Evolutionary Economics, Springer, vol. 32(1), pages 247-298, January.
    12. Konstantinos Chatzimichael & Margarita Genius & Vangelis Tzouvelekas, 2022. "Pesticide use, health impairments and economic losses under rational farmers behavior," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 765-790, March.
    13. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    14. Li, Jiajia & Li, Houjian, 2022. "Spiritual support or living support: Which alleviates solid fuel use for rural households in ethnical minority regions of China?," Renewable Energy, Elsevier, vol. 189(C), pages 479-491.
    15. Kwabena Nyarko Addai & John N. Ng’ombe & Simeon Kaitibie, 2022. "A Dose–Response Analysis of Rice Yield to Agrochemical Use in Ghana," Agriculture, MDPI, vol. 12(10), pages 1-15, September.
    16. Bethelhem Legesse Debela & Gerald E. Shively & Stein T. Holden, 2021. "Implications of food-for-work programs for consumption and production diversity: Evidence from the Tigray Region of Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-24, December.
    17. Simone Chinetti, 2023. "Investment Subsidies Effectiveness: Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 723-759, July.
    18. Boto-García, David & Pérez, Levi, 2023. "The effect of high-speed rail connectivity and accessibility on tourism seasonality," Journal of Transport Geography, Elsevier, vol. 107(C).
    19. Falvey, Rod & Foster-McGregor, Neil, 2017. "On the relationship between the breadth of PTAs and trade flows," MERIT Working Papers 2017-038, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    20. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
    21. Pablo Blanchard & Adriana Peluffo & Dayna Zaclicever, 2019. "Revisando el rol de los productos intermedios importados en la productividad: un análisis a nivel de empresa para Uruguay," Documentos de Trabajo (working papers) 19-03, Instituto de Economía - IECON.

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