IDEAS home Printed from https://ideas.repec.org/p/col/000383/018079.html
   My bibliography  Save this paper

El problema del análisis clúster en presencia de outliers: El caso de Ciénaga - Magdalena - Colombia

Author

Listed:
  • Nestor Garza
  • César Hernández Moreno

Abstract

Este articulo analiza la distribución espacial de establecimientos comerciales e industriales en Ciénaga, Magdalena. Apreciamos que la presencia de dos grandes empresas agro-industriales en la periferia del municipio, tiene un efecto distorsionador sobre análisis clúster tradicionales, del tipo LISA y Moran’s Index. Nosotros usamos regresión cuantílica espacial en dos etapas (2SQR), para evitar el efecto distorsionador de los outliers. Los resultados de regresión nos permiten rechazar la existencia de un proceso de desarrollo productivo tipo clúster en el municipio.

Suggested Citation

  • Nestor Garza & César Hernández Moreno, 2020. "El problema del análisis clúster en presencia de outliers: El caso de Ciénaga - Magdalena - Colombia," Documentos Departamento de Economía 18079, Universidad del Norte.
    • Handle: RePEc:col:000383:018079
    as

    Download full text from publisher

    File URL: https://www.uninorte.edu.co/documents/16008436/0/Docs+37.pdf/74cd35f8-1cd6-42c1-ec4f-3cb38a03587e?t=1654202148701
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Adolfo Meisel Roca, 2004. "La economía de Ciénaga después del banano," Documentos de Trabajo Sobre Economía Regional y Urbana 2982, Banco de la República, Economía Regional.
    2. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    3. Galvis-Aponte, Luis Armando & Meisel-Roca, Adolfo, 2011. "Persistencia de las desigualdades regionales en Colombia : un análisis espacial," Chapters, in: Bonilla-Mejía, Leonardo (ed.), Dimensión regional de las desigualdades en Colombia, chapter 1, pages 3-32, Banco de la Republica de Colombia.
    4. Néstor Garza P. & Leonardo Nieto A. & Mábel Gutiérrez, 2009. "El homicido en Barranquilla: Una lectura espacial," Revista de Economía del Caribe 7117, Universidad del Norte.
    5. Ron Martin & Peter Sunley, 2011. "The new economic geography and policy relevance," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 357-369, March.
    6. Liao, Wen-Chi & Wang, Xizhu, 2012. "Hedonic house prices and spatial quantile regression," Journal of Housing Economics, Elsevier, vol. 21(1), pages 16-27.
    7. Eric Marcon & Florence Puech, 2010. "Measures of the geographic concentration of industries: improving distance-based methods," Journal of Economic Geography, Oxford University Press, vol. 10(5), pages 745-762, September.
    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. Isabelle M. Nilsson & Oleg A. Smirnov, 2017. "Clustering vs. relative location: Measuring spatial interaction between retail outlets," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 721-741, November.
    2. Hiroyasu Inoue & Kentaro Nakajima & Yukiko Umeno Saito, 2019. "Localization of collaborations in knowledge creation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 119-140, February.
    3. Eric Marcon & Florence Puech, 2012. "A typology of distance-based measures of spatial concentration," Working Papers halshs-00679993, HAL.
    4. Bickenbach, Frank & Bode, Eckhardt & Krieger-Boden, Christiane, 2010. "Structural cohesion in Europe: Stylized facts," Kiel Working Papers 1669, Kiel Institute for the World Economy (IfW Kiel).
    5. Sugam Agarwal & Smruti Ranjan Behera, 2022. "Geographical concentration of knowledge and technology-intensive industries in India: empirical evidence from establishment-level analysis," Indian Economic Review, Springer, vol. 57(2), pages 513-552, December.
    6. Tobias Scholl & Thomas Brenner & Martin Wendel, 2016. "Evolving localization patterns of company foundationsEvidence from the German MST-industry," Journal of Evolutionary Economics, Springer, vol. 26(5), pages 1067-1087, December.
    7. Ana Isabel Moreno-Monroy & Gustavo Adolfo García Cruz, 2016. "Intra-Metropolitan Agglomeration of Formal and Informal Manufacturing Activity: Evidence from Cali, Colombia," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(4), pages 389-406, September.
    8. Diego Giuliani & Giuseppe Arbia & Giuseppe Espa, 2014. "Weighting Ripley’s K-Function to Account for the Firm Dimension in the Analysis of Spatial Concentration," International Regional Science Review, , vol. 37(3), pages 251-272, July.
    9. Maria Dav? & Isidora Barbaccia, 2015. "Measuring agglomeration by spatial effects: a proposal," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2015(1), pages 44-70.
    10. Nakajima, Kentaro & Saito, Yukiko Umeno & Uesugi, Iichiro, 2012. "Measuring economic localization: Evidence from Japanese firm-level data," Journal of the Japanese and International Economies, Elsevier, vol. 26(2), pages 201-220.
    11. Xiaoxiang Zhang & Jing Yao & Katarzyna Sila-Nowicka & Chonghui Song, 2021. "Geographic concentration of industries in Jiangsu, China: a spatial point pattern analysis using micro-geographic data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(2), pages 439-461, April.
    12. Mori, Tomoya & Smith, Tony E., 2015. "On the spatial scale of industrial agglomerations," Journal of Urban Economics, Elsevier, vol. 89(C), pages 1-20.
    13. Franz-Josef Bade & Eckhardt Bode & Eleonora Cutrini, 2015. "Spatial fragmentation of industries by functions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 215-250, January.
    14. Marta R. Casanova & Vicente Orts & José M. Albert, 2017. "Sectoral scope and colocalisation of Spanish manufacturing industries," Journal of Geographical Systems, Springer, vol. 19(1), pages 65-92, January.
    15. A. Tidu & S. Usai & Frederick Guy, 2021. "Agglomeration in manufacturing and services: an experimental application of a distance-based measure to Sardinia," Working Paper CRENoS 202110, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    16. Behrens, Kristian & Bougna, Théophile, 2015. "An anatomy of the geographical concentration of Canadian manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 47-69.
    17. Eva Coll‐Martínez & Ana‐Isabel Moreno‐Monroy & Josep‐Maria Arauzo‐Carod, 2019. "Agglomeration of creative industries: An intra‐metropolitan analysis for Barcelona," Papers in Regional Science, Wiley Blackwell, vol. 98(1), pages 409-431, February.
    18. Prof.as.dr.Sonela Stillo & PhD.Cand. Gentisa Furxhi & Doc.Dr. Marinela Teneqexhi, 2017. "Innovation in International Business," European Journal of Multidisciplinary Studies Articles, Revistia Research and Publishing, vol. 2, May Augus.
    19. S. Usai & Frederick Guy & A. Tidu, 2022. "Measuring spatial dispersion: an experimental test on the M-index," Working Paper CRENoS 202206, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    20. Giuseppe Espa & Giuseppe Arbia & Diego Giuliani, 2013. "Conditional versus unconditional industrial agglomeration: disentangling spatial dependence and spatial heterogeneity in the analysis of ICT firms’ distribution in Milan," Journal of Geographical Systems, Springer, vol. 15(1), pages 31-50, January.

    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:col:000383:018079. 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: Departamento de Economía UN (email available below). General contact details of provider: https://edirc.repec.org/data/denorco.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.