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Self-selection bias and cost-of-living estimates

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  • Michael Raper

Abstract

Due to continued interest in geographic living-cost differentials, some researchers have used data from the ACCRA Cost of Living Index. This paper explores further the potential for using ACCRA data for cost-of-living research. In particular, it investigates the possibility of self-selection bias affecting OLS estimates using ACCRA data. The findings indicate that self-selection bias is a concern that researchers using ACCRA data should be aware of. Results using Heckman’s two-step procedure to estimate a cost-of-living model indicate promise for using ACCRA data to update and expand upon previous cost-of-living research. Copyright Springer 1999

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  • Michael Raper, 1999. "Self-selection bias and cost-of-living estimates," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 23(1), pages 64-77, March.
    • Handle: RePEc:spr:jecfin:v:23:y:1999:i:1:p:64-77
    DOI: 10.1007/BF02752688
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    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-799, July.
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    5. Richard J. Cebula, 1980. "Determinants of Geographic Living-Cost Differentials in the United States: An Empirical Note," Land Economics, University of Wisconsin Press, vol. 56(4), pages 477-481.
    6. Walter W. McMahon, 1991. "Geographical Cost of Living Differences: An Update," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 426-450, September.
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    Cited by:

    1. Elsie Echeverri‐Carroll & Sofia G. Ayala, 2009. "Wage differentials and the spatial concentration of high‐technology industries," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 623-641, August.
    2. Mark D. Brenner & Stephanie Luce, 2003. "Evaluation of a Proposal to Reinstate the New York Stock Transfer Tax," Research Reports rr8, Political Economy Research Institute, University of Massachusetts at Amherst.
    3. Christina Daly & Keith R. Phillips, 2009. "Improving the ACCRA U.S. regional cost of living index," Working Papers 0902, Federal Reserve Bank of Dallas.
    4. Anthony Jerome Anderson & Michael Stuart Long, 2017. "Explaining the On-The-Run Puzzle with Corporate Bonds," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 1-36, June.
    5. Lenard, Mary Jane & Petruska, Karin A. & Alam, Pervaiz & Yu, Bing, 2016. "Internal control weaknesses and evidence of real activities manipulation," Advances in accounting, Elsevier, vol. 33(C), pages 47-58.
    6. Richard J. Cebula & John Connaughton & Caroline Swartz, 2018. "An Empirical Analysis of the Impact of the Three Labor Market Freedom Indices and Occupational Licensing on Interstate Living-Cost Differentials," Journal of Private Enterprise, The Association of Private Enterprise Education, vol. 33(Fall 2018), pages 49-62.

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