IDEAS home Printed from https://ideas.repec.org/a/sae/somere/v9y1980i1p29-60.html
   My bibliography  Save this article

Linear Models with Spatially Distributed Data

Author

Listed:
  • Patrick Doreian

    (University of Pittsburgh)

Abstract

This article deals with linear models for which data have been aggregated over well-defined geographic areas. Such data may be generated by spatial processes, and these may be represented in the form of spatial autocorrelation in the disturbance term or directly in the form of a spatial effect. This article details the derivation of Ord's (1975) MLEprocedurefor the spatial disturbances model and contrasts it with this MLE procedure for the spatial effects model. These alternative model specifications and estimation procedures are then illustrated by a variety of examples. These MLEprocedures for the spatial models are also contrasted with conventional regression procedures (which ignored geographical space). If there is spatial autocorrelation present, an MLE procedure is preferable.

Suggested Citation

  • Patrick Doreian, 1980. "Linear Models with Spatially Distributed Data," Sociological Methods & Research, , vol. 9(1), pages 29-60, August.
    • Handle: RePEc:sae:somere:v:9:y:1980:i:1:p:29-60
    DOI: 10.1177/004912418000900102
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/004912418000900102
    Download Restriction: no
    File URL: https://libkey.io/10.1177/004912418000900102?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. Mitchell, Edward J., 1969. "Some Econometrics of the Huk Rebellion," American Political Science Review, Cambridge University Press, vol. 63(4), pages 1159-1171, December.
    2. Salamon, Lester M. & Van Evera, Stephen, 1973. "Fear, Apathy, and Discrimination: A Test of Three Explanations of Political Participation," American Political Science Review, Cambridge University Press, vol. 67(4), pages 1288-1306, December.
    3. Matthews, Donald R. & Prothro, James W., 1963. "Social and Economic Factors and Negro Voter Registration in the South," American Political Science Review, Cambridge University Press, vol. 57(1), pages 24-44, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nan Yang & Jill J. McCluskey & Michael P. Brady, 2012. "The Value of Good Neighbors: A Spatial Analysis of the California and Washington State Wine Industries," Land Economics, University of Wisconsin Press, vol. 88(4), pages 674-684.

    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. David Niven, 2019. "The Effect of Economic Vulnerability on Protest Participation in the National Football League," Social Science Quarterly, Southwestern Social Science Association, vol. 100(4), pages 997-1008, June.
    2. Seth C. McKee & Melanie J. Springer, 2015. "A Tale of “Two Souths”: White Voting Behavior in Contemporary Southern Elections," Social Science Quarterly, Southwestern Social Science Association, vol. 96(2), pages 588-607, June.
    3. Camille Laville, 2018. "The econometrical causal analysis of internal conflicts: The evolutions of a growing literature [L’analyse économétrique des conflits internes par l’approche causale : les évolutions d’une littérat," Working Papers hal-01940461, HAL.
    4. Lutz Erbring & Alice A. Young, 1979. "Individuals and Social Structure," Sociological Methods & Research, , vol. 7(4), pages 396-430, May.
    5. Andrea Bernini & Giovanni Facchini & Cecilia Testa, 2023. "Race, Representation, and Local Governments in the US South: The Effect of the Voting Rights Act," Journal of Political Economy, University of Chicago Press, vol. 131(4), pages 994-1056.
    6. Micheal W. Giles & Arthur Evans, 1986. "The Power Approach to Intergroup Hostility," Journal of Conflict Resolution, Peace Science Society (International), vol. 30(3), pages 469-486, September.
    7. Avi Ben-Bassat & Momi Dahan, 2016. "Biased Policy and Political Behavior," CESifo Working Paper Series 6269, CESifo.
    8. Camille Laville, 2018. "The econometrical causal analysis of internal conflicts: The evolutions of a growing literature [L’analyse économétrique des conflits internes par l’approche causale : les évolutions d’une littérat," CERDI Working papers hal-01940461, HAL.
    9. Sarah J. Reber, 2007. "From Separate and Unequal to Integrated and Equal? School Desegregation and School Finance in Louisiana," NBER Working Papers 13192, National Bureau of Economic Research, Inc.
    10. Patrick Doreian, 1982. "Maximum Likelihood Methods for Linear Models," Sociological Methods & Research, , vol. 10(3), pages 243-269, February.
    11. Gino Cattani & Johannes M. Pennings & Filippo Carlo Wezel, 2003. "Spatial and Temporal Heterogeneity in Founding Patterns," Organization Science, INFORMS, vol. 14(6), pages 670-685, December.
    12. Gabriel Heller‐Sahlgren, 2023. "Group threat and voter turnout: Evidence from a refugee placement program," Economics and Politics, Wiley Blackwell, vol. 35(2), pages 470-504, July.
    13. James Jennings, 1982. "Race, class, and politics in the black community of Boston," The Review of Black Political Economy, Springer;National Economic Association, vol. 12(1), pages 47-63, September.

    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:sae:somere:v:9:y:1980:i:1:p:29-60. 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: SAGE Publications (email available below). General contact details of provider: .

    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.