IDEAS home Printed from https://ideas.repec.org/p/crm/wpaper/2502.html
   My bibliography  Save this paper

Spatial Unit Roots in Regressions: A Practitioner’s Guide and a Stata Package

Author

Listed:
  • Sascha Becker

    (Warwick University)

  • David Boll

    (Warwick University)

  • Hans-Joachim Voth

Abstract

Spatial unit roots can lead to spurious regression results. We present a brief overview of the methods developed in M ̈uller and Watson (2024) to test for and correct for spatial unit roots. We also introduce a suite of Stata commands (-spur-) implementing these techniques. Our commands exactly replicate results in M ̈uller and Watson (2024) using the same Chetty et al. (2014) data. We present a brief practitioner’s guide for applied researchers.

Suggested Citation

  • Sascha Becker & David Boll & Hans-Joachim Voth, 2025. "Spatial Unit Roots in Regressions: A Practitioner’s Guide and a Stata Package," RF Berlin - CReAM Discussion Paper Series 2502, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    • Handle: RePEc:crm:wpaper:2502
    as

    Download full text from publisher

    File URL: https://www.cream-migration.org/publ_uploads/25002.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    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. Diogo G. C. Britto & Alexandre Fonseca & Paolo Pinotti & Breno Sampaio & Lucas Warwar, 2022. "Intergenerational Mobility in the Land of Inequality," CESifo Working Paper Series 10004, CESifo.
    2. Boneva, Teodora & Golin, Marta & Kaufmann, Katja Maria & Rauh, Christopher, 2022. "Beliefs about Maternal Labor Supply," IZA Discussion Papers 15788, Institute of Labor Economics (IZA).
    3. Muñoz, Ercio, 2021. "Does it Matter Where You Grow up? Childhood Exposure Effects in Latin America and the Caribbean," Research Department working papers 1843, CAF Development Bank Of Latinamerica.
    4. Jo Blanden, 2019. "Intergenerational income persistence," IZA World of Labor, Institute of Labor Economics (IZA), pages 176-176, January.
    5. Maia Güell & Michele Pellizzari & Giovanni Pica & José V. Rodríguez Mora, 2018. "Correlating Social Mobility and Economic Outcomes," Economic Journal, Royal Economic Society, vol. 128(612), pages 353-403, July.
    6. Andrés Rodríguez-Pose & Michael Storper, 2020. "Housing, urban growth and inequalities: The limits to deregulation and upzoning in reducing economic and spatial inequality," Urban Studies, Urban Studies Journal Limited, vol. 57(2), pages 223-248, February.
    7. Thiago Henrique Leite & Marina Silva Cunha, 2024. "Intergenerational Educational Mobility in Brazil: Trends and Patterns," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 174(1), pages 19-45, August.
    8. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    9. Julia Philipp, 2023. "Gendered university major choice: the role of intergenerational transmission," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(2), pages 1049-1097, April.
    10. repec:spo:wpmain:info:hdl:2441/6s39gt704s95upu27ma7s3p6q8 is not listed on IDEAS
    11. M. Shahe Emran & Francisco H. G. Ferreira & Yajing Jiang & Yan Sun, 2023. "Occupational dualism and intergenerational educational mobility in the rural economy: evidence from China and India," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(3), pages 743-773, September.
    12. Mattéo Godin & Jean Hindriks, 2018. "An international comparison of school systems based on social mobility," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 499, pages 61-78.
    13. Pablo A. Mitnik & Erin Cumberworth & David B. Grusky, 2016. "Social Mobility in a High-Inequality Regime," The ANNALS of the American Academy of Political and Social Science, , vol. 663(1), pages 140-184, January.
    14. Claus Thustrup Kreiner & Søren Leth-Petersen & Louise Charlotte Willerslev-Olsen, 2020. "Financial Trouble Across Generations: Evidence from the Universe of Personal Loans in Denmark," The Economic Journal, Royal Economic Society, vol. 130(625), pages 233-262.
    15. Simon Halphen Boserup & Wojciech Kopczuk & Claus Thustrup Kreiner, 2018. "Born with a Silver Spoon? Danish Evidence on Wealth Inequality in Childhood," Economic Journal, Royal Economic Society, vol. 128(612), pages 514-544, July.
    16. Nan Zhao & Wanqing Liao & Jun Xia & Zizhe Zhang, 2023. "The effect of intergenerational mobility on family education investment: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    17. Bernt Bratsberg & Simen Markussen & Oddbjørn Raaum & Knut Røed & Ole Røgeberg, 2023. "Trends in Assortative Mating and Offspring Outcomes," The Economic Journal, Royal Economic Society, vol. 133(651), pages 928-950.
    18. Delis, Manthos & Iosifidi, Maria & Pnevmatikos, Lampros & Tsiritakis, Emmanuel, 2023. "Credit negotiations," MPRA Paper 123003, University Library of Munich, Germany, revised 12 Dec 2024.
    19. Clark, Gregory & Leigh, Andrew & Pottenger, Mike, 2020. "Frontiers of mobility: Was Australia 1870–2017 a more socially mobile society than England?," Explorations in Economic History, Elsevier, vol. 76(C).
    20. Michael Wasylenko, 2020. "New York State Economic Status of Regions and Development Programs," Center for Policy Research Working Papers 220, Center for Policy Research, Maxwell School, Syracuse University.
    21. Harrison S. Campbell, 2021. "Income and cost of living: Are less equal places more costly?," Social Science Quarterly, Southwestern Social Science Association, vol. 102(6), pages 2689-2705, November.

    More about this item

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software
    • N0 - Economic History - - General
    • P0 - Political Economy and Comparative Economic Systems - - General
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:crm:wpaper:2502. 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: CReAM Administrator or Matthew Nibloe (email available below). General contact details of provider: https://edirc.repec.org/data/cmucluk.html .

    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.