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The Stochastic Disturbance Specification and its Implications for Log-Linear Regression

Author

Listed:
  • J M Haworth

    (Department of Business and Administration, University of Salford, Salford M5 4WT, England)

  • P J Vincent

    (Department of Geography, University of Lancaster, Lancaster LA1 4YW, England)

Abstract

Model specification is a crucial factor in regression. We show that in log-linear models, although the estimated relationship represents the conditional expectation of ln Y , the antilogarithm does not give the conditional expectation of Y. This has important implications in spatial analysis.

Suggested Citation

  • J M Haworth & P J Vincent, 1979. "The Stochastic Disturbance Specification and its Implications for Log-Linear Regression," Environment and Planning A, , vol. 11(7), pages 781-790, July.
    • Handle: RePEc:sae:envira:v:11:y:1979:i:7:p:781-790
    DOI: 10.1068/a110781
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    Cited by:

    1. Pascal L. Ghazalian, 2015. "The New Tomato Suspension Agreement: What Are the Implications for Trade Flows?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 63(3), pages 359-380, September.
    2. Lucia Foster & Cheryl Grim & Nikolas Zolas, 2020. "A portrait of U.S. firms that invest in R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(1), pages 89-111, January.
    3. Fischer, Manfred M. & Essletzbichler, Jürgen & Gassler, Helmut & Trichtl, Gerhard, 1992. "Interregional and International Telephone Communication. Aggregate Traffic Model and Empirical Evidence for Austria," MPRA Paper 78266, University Library of Munich, Germany.
    4. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
    5. Sellner, Richard & Fischer, Manfred M. & Koch, Matthias, 2010. "A spatial autoregressive Poisson gravity model," MPRA Paper 77551, University Library of Munich, Germany.
    6. Brouwer, F., 1982. "Log-linear analyses with metric and non-metric data : an application to spatial data," Serie Research Memoranda 0015, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    7. 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.
    8. Julian Dieler, 2016. "Effectiveness of Climate Policies: Empirical Methods and Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 68.

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