IDEAS home Printed from https://ideas.repec.org/a/bla/jecsur/v36y2022i5p1288-1310.html
   My bibliography  Save this article

Quasilinear‐mean regression

Author

Listed:
  • Adam Gorajek

Abstract

Economists usually inform policymakers with conclusions that come from studying statistical expectations, or arithmetic means, of potential outcomes. I introduce other types of means to study, from the broader “quasilinear” family, and show that often they will better respect the needs of policymakers. The same logic reveals that a common bias correction from Goldberger and Kennedy is counterproductive because it implies a contradiction in policymaker needs. In making these arguments, I collate and build on many earlier contributions, which before now have been disjointed and spread across outlets for different research fields.

Suggested Citation

  • Adam Gorajek, 2022. "Quasilinear‐mean regression," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1288-1310, December.
    • Handle: RePEc:bla:jecsur:v:36:y:2022:i:5:p:1288-1310
    DOI: 10.1111/joes.12465
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/joes.12465
    Download Restriction: no
    File URL: https://libkey.io/10.1111/joes.12465?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    2. David McKenzie, 2017. "Identifying and Spurring High-Growth Entrepreneurship: Experimental Evidence from a Business Plan Competition," American Economic Review, American Economic Association, vol. 107(8), pages 2278-2307, August.
    3. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    4. Chew, Soo Hong, 1983. "A Generalization of the Quasilinear Mean with Applications to the Measurement of Income Inequality and Decision Theory Resolving the Allais Paradox," Econometrica, Econometric Society, vol. 51(4), pages 1065-1092, July.
    5. Eaton Jonathan & Tamura Akiko, 1994. "Bilateralism and Regionalism in Japanese and U.S. Trade and Direct Foreign Investment Patterns," Journal of the Japanese and International Economies, Elsevier, vol. 8(4), pages 478-510, December.
    6. Dany Bahar & Hillel Rapoport, 2018. "Migration, Knowledge Diffusion and the Comparative Advantage of Nations," Economic Journal, Royal Economic Society, vol. 128(612), pages 273-305, July.
    7. Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
    8. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
    9. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    10. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680.
    11. Kees Jan Van Garderen & Chandra Shah, 2002. "Exact interpretation of dummy variables in semilogarithmic equations," Econometrics Journal, Royal Economic Society, vol. 5(1), pages 149-159, June.
    12. Erwin Diewert, 2005. "Weighted Country Product Dummy Variable Regressions And Index Number Formulae," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(4), pages 561-570, December.
    13. Anirban Basu & Willard G. Manning & John Mullahy, 2004. "Comparing alternative models: log vs Cox proportional hazard?," Health Economics, John Wiley & Sons, Ltd., vol. 13(8), pages 749-765, August.
    14. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    15. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    16. Miguel de Carvalho, 2016. "Mean, What do You Mean?," The American Statistician, Taylor & Francis Journals, vol. 70(3), pages 270-274, July.
    17. Blackburn, McKinley L., 2007. "Estimating wage differentials without logarithms," Labour Economics, Elsevier, vol. 14(1), pages 73-98, January.
    18. Giles, David E. A., 1982. "The interpretation of dummy variables in semilogarithmic equations : Unbiased estimation," Economics Letters, Elsevier, vol. 10(1-2), pages 77-79.
    19. MaCurdy, Thomas E & Pencavel, John H, 1986. "Testing between Competing Models of Wage and Employment Determination in Unionized Markets," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 3-39, June.
    20. Baldwin, Richard, 2007. "Trade Effects of the Euro: a Comparison of Estimators," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 22, pages 780-818.
    21. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    22. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    23. Fishburn, Peter C, 1986. "Implicit Mean Value and Certainty Equivalence," Econometrica, Econometric Society, vol. 54(5), pages 1197-1205, September.
    24. Newey, Whitney K & Powell, James L, 1987. "Asymmetric Least Squares Estimation and Testing," Econometrica, Econometric Society, vol. 55(4), pages 819-847, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Adam Gorajek, 2019. "The Well-meaning Economist," RBA Research Discussion Papers rdp2019-08, Reserve Bank of Australia.
    2. J. M. C. Santos Silva & Silvana Tenreyro, 2022. "The Log of Gravity at 15," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 423-437, September.
    3. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    4. Evangelista, Rui & Ramalho, Esmeralda A. & Andrade e Silva, João, 2020. "On the use of hedonic regression models to measure the effect of energy efficiency on residential property transaction prices: Evidence for Portugal and selected data issues," Energy Economics, Elsevier, vol. 86(C).
    5. Satya R. Chakravarty & Pietro Muliere, 2003. "Welfare indicators: A review and new perspectives. 1. Measurement of inequality," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 457-497.
    6. Martin, Will, 2020. "Making Gravity Great Again," 2020: Economic Implications of COVID-19, December 14-15, Virtual Platform 339376, International Agricultural Trade Research Consortium.
    7. Raphael Chiappini & François Viaud, 2021. "Macroeconomic, institutional, and sectoral determinants of outward foreign direct investment: Evidence from Japan," Pacific Economic Review, Wiley Blackwell, vol. 26(3), pages 404-433, August.
    8. Rodolfo G. Campos & Benedikt Heid & Jacopo Timini, 2024. "The Economic Consequences of Geopolitical Fragmentation: Evidence from the Cold War," CESifo Working Paper Series 11057, CESifo.
    9. Kareem, Fatima Olanike & Martinez-Zarzoso, Inmaculada & Brümmer, Bernhard, 2016. "Fitting the Gravity Model when Zero Trade Flows are Frequent: a Comparison of Estimation Techniques using Africa's Trade Data," GlobalFood Discussion Papers 230588, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    10. Jacopo Timini & Nicola Cortinovis & Fernando López Vicente, 2022. "The heterogeneous effects of trade agreements with labour provisions," The World Economy, Wiley Blackwell, vol. 45(9), pages 2820-2853, September.
    11. William W. Olney, 2022. "Intra-African trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(1), pages 25-51, February.
    12. Adu, Raymond & Litsios, Ioannis & Baimbridge, Mark, 2022. "ECOWAS single currency: Prospective effects on trade," Journal of International Money and Finance, Elsevier, vol. 126(C).
    13. Fabio Gaetano Santeramo & Emilia Lamonaca, 2022. "On the trade effects of bilateral SPS measures in developed and developing countries," The World Economy, Wiley Blackwell, vol. 45(10), pages 3109-3145, October.
    14. Katrin Oesingmann, 2022. "The determinants of air cargo flows and the role of multinational agreements: An empirical comparison with trade and air passenger flows," The World Economy, Wiley Blackwell, vol. 45(8), pages 2370-2393, August.
    15. Randolph Bruno & Nauro Campos & Saul Estrin & Meng Tian, 2017. "Economic integration, foreign investment and international trade: the effects of membership of the European Union," CEP Discussion Papers dp1518, Centre for Economic Performance, LSE.
    16. Elisa Pagani, 2015. "Certainty Equivalent: Many Meanings of a Mean," Working Papers 24/2015, University of Verona, Department of Economics.
    17. Mario Larch & Joschka Wanner & Yoto V. Yotov & Thomas Zylkin, 2017. "The Currency Union Effect: A PPML Re-assessment with High-Dimensional Fixed Effects," CESifo Working Paper Series 6464, CESifo.
    18. Maria Cipollina & Filomena Pietrovito & Alberto Franco Pozzolo, 2021. "Do cross‐border mergers and acquisitions reflect participations into global value chains?," The World Economy, Wiley Blackwell, vol. 44(11), pages 3168-3201, November.
    19. Campos, Rodolfo G. & Estefania-Flores, Julia & Furceri, Davide & Timini, Jacopo, 2023. "Geopolitical fragmentation and trade," Journal of Comparative Economics, Elsevier, vol. 51(4), pages 1289-1315.
    20. Mariam Camarero & Laura Montolio & Cecilio Tamarit, 2022. "Explaining German outward FDI in the EU: a reassessment using Bayesian model averaging and GLM estimators," Empirical Economics, Springer, vol. 62(2), pages 487-511, February.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jecsur:v:36:y:2022:i:5:p:1288-1310. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0950-0804 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.