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Good Practices in Empirical Corporate Finance and Accounting Research

Author

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  • Marek Gruszczyñski

    (SGH Warsaw School of Economics, Poland)

Abstract

This paper presents the risks of quantitative research pertaining to corporate finance and accounting. These is followed by a survey-like catalogue of good practices in modelling. All considerations are rooted in financial microeconometrics, the field for examining both practical and theoretical questions of applying econometric techniques in corporate finance and accounting research based on the use of microdata (Gruszczyñski 2018a). Two major parts of the paper include: (1) discussion of the typical drawbacks in applying regression-type models, like causality vs. correlation, selection of explanatory variables and endogeneity, and (2) list of good practices in microeconometric applications to corporate finance and accounting research, based on Faff (2017), Kennedy (2002), Adams (2017), Hyndman (robjhyndman.com/) and author’s own experience. Catalogue of good practices in microeconometric applications to corporate finance and accounting may serve as the checklist for students and researchers.

Suggested Citation

  • Marek Gruszczyñski, 2018. "Good Practices in Empirical Corporate Finance and Accounting Research," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(10), pages 45-51, December.
    • Handle: RePEc:sgm:jbfeuw:v:2:y:2018:i:10:p:45-51
    as

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    References listed on IDEAS

    as
    1. Joshua D. Angrist & Jörn-Steffen Pischke, 2017. "Undergraduate Econometrics Instruction: Through Our Classes, Darkly," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 125-144, Spring.
    2. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    3. repec:bla:jecsur:v:16:y:2002:i:4:p:569-89 is not listed on IDEAS
    4. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b.
    5. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a.
    6. Coles, Jeffrey L. & Lemmon, Michael L. & Felix Meschke, J., 2012. "Structural models and endogeneity in corporate finance: The link between managerial ownership and corporate performance," Journal of Financial Economics, Elsevier, vol. 103(1), pages 149-168.
    7. Atanasov, Vladimir & Black, Bernard, 2016. "Shock-Based Causal Inference in Corporate Finance and Accounting Research," Critical Finance Review, now publishers, vol. 5(2), pages 207-304, December.
    8. Peter E. Kennedy, 2002. "Sinning in the Basement: What are the Rules? The Ten Commandments of Applied Econometrics," Journal of Economic Surveys, Wiley Blackwell, vol. 16(4), pages 569-589, September.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Marek Gruszczyński, 2020. "Women on Boards and Firm Performance: A Microeconometric Search for a Connection," JRFM, MDPI, vol. 13(9), pages 1-13, September.

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    More about this item

    Keywords

    financial microeconometrics; empirical corporate finance; applied accounting; good practices in research;
    All these keywords.

    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General

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