IDEAS home Printed from https://ideas.repec.org/a/taf/emetrv/v28y2009i1-3p21-39.html
   My bibliography  Save this article

Econometric Applications of the Forward Search in Regression: Robustness, Diagnostics, and Graphics

Author

Listed:
  • Anthony Atkinson

Abstract

The article illustrates the use of the forward search to provide robust analyses of econometric data. The emphasis is on informative plots that reveal the inferential importance of each observation. The division of observations into “good” and “bad” leverage points is shown to be potentially misleading.

Suggested Citation

  • Anthony Atkinson, 2009. "Econometric Applications of the Forward Search in Regression: Robustness, Diagnostics, and Graphics," Econometric Reviews, Taylor & Francis Journals, vol. 28(1-3), pages 21-39.
  • Handle: RePEc:taf:emetrv:v:28:y:2009:i:1-3:p:21-39
    DOI: 10.1080/07474930802387803
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/07474930802387803
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/07474930802387803?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Anthony C. Atkinson, 2002. "Forward search added-variable t-tests and the effect of masked outliers on model selection," Biometrika, Biometrika Trust, vol. 89(4), pages 939-946, December.
    2. Walter Nonneman & Patrick Vanhoudt, 1996. "A Further Augmentation of the Solow Model and the Empirics of Economic Growth for OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 943-953.
    3. Zaman, Asad & Rousseeuw, Peter J. & Orhan, Mehmet, 2001. "Econometric applications of high-breakdown robust regression techniques," Economics Letters, Elsevier, vol. 71(1), pages 1-8, April.
    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. Brian Peterson, 2009. "The Beveridge Curve in the Housing Market: Supply and Disequilibrium," CAEPR Working Papers 2009-009, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    2. Hasan, Hamid, 2013. "Capabilities vis-a-vis Happiness: Evidence from Pakistan," MPRA Paper 44892, University Library of Munich, Germany.
    3. Robert G. Aykroyd & Víctor Leiva & Carolina Marchant, 2018. "Multivariate Birnbaum-Saunders Distributions: Modelling and Applications," Risks, MDPI, vol. 6(1), pages 1-25, March.

    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. Čížek, Pavel, 2008. "General Trimmed Estimation: Robust Approach To Nonlinear And Limited Dependent Variable Models," Econometric Theory, Cambridge University Press, vol. 24(6), pages 1500-1529, December.
    2. ?gel de la Fuente, "undated". "Convergence Across Countries And Regions: Theory And Empirics," UFAE and IAE Working Papers 447.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    3. Michele Aquaro & Pavel Čížek, 2014. "Robust estimation of dynamic fixed-effects panel data models," Statistical Papers, Springer, vol. 55(1), pages 169-186, February.
    4. Giorgio Fagiolo & Mauro Napoletano & Andrea Roventini, 2008. "Are output growth-rate distributions fat-tailed? some evidence from OECD countries," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 639-669.
    5. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    6. Karp, Larry S. & Liu, Xuemei, 1998. "Valuing Tradeable Co2 Permits For Oecd Countries," CUDARE Working Papers 25054, University of California, Berkeley, Department of Agricultural and Resource Economics.
    7. Niclas Berggren & Mikael Elinder, 2012. "Is tolerance good or bad for growth?," Public Choice, Springer, vol. 150(1), pages 283-308, January.
    8. Vasudeva Murthy, N. R. & Chien, I. S., 1997. "The empirics of economic growth for OECD countries: Some new findings," Economics Letters, Elsevier, vol. 55(3), pages 425-429, September.
    9. Khavul, Susanna & Pérez-Nordtvedt, Liliana & Wood, Eric, 2010. "Organizational entrainment and international new ventures from emerging markets," Journal of Business Venturing, Elsevier, vol. 25(1), pages 104-119, January.
    10. repec:ebl:ecbull:v:15:y:2002:i:6:p:1-7 is not listed on IDEAS
    11. Trofimov, Ivan D., 2020. "The optimum size of public education spending: panel data evidence," MPRA Paper 106847, University Library of Munich, Germany.
    12. Dalgaard, Carl-Johan & Strulik, Holger, 2013. "The history augmented Solow model," European Economic Review, Elsevier, vol. 63(C), pages 134-149.
    13. Anthony C. Atkinson & Marco Riani & Aldo Corbellini, 2020. "The analysis of transformations for profit‐and‐loss data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(2), pages 251-275, April.
    14. Ali Akarca & Aysit Tansel, 2015. "Impact of internal migration on political participation in Turkey," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-14, December.
    15. Sergio Lodde, 2008. "Human Capital and Productivity Growth in Italian Regional Economies: A Sectoral Analysis," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 116(2), pages 211-233.
    16. Anna Sulima, 2011. "Równowaga w modelu Nonnemana-Vanhoudta z funkcją produkcji CES," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 47-59.
    17. Domenico Perrotta & Marco Riani & Francesca Torti, 2009. "New robust dynamic plots for regression mixture detection," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 3(3), pages 263-279, December.
    18. Menjoge, Rajiv S. & Welsch, Roy E., 2010. "A diagnostic method for simultaneous feature selection and outlier identification in linear regression," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3181-3193, December.
    19. Baldauf, Markus & Santos Silva, J.M.C., 2012. "On the use of robust regression in econometrics," Economics Letters, Elsevier, vol. 114(1), pages 124-127.
    20. K. Renuka Ganegodage & Kiyoshi Taniguchi & Xiaojun Wang, 2003. "Learning by Eating: A case study on the cost of hunger in Sri Lanka," Working Papers 03-05, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    21. Antoni Chrzonstowski, 2014. "Wpływ systemów emerytalnych na efekt Laffera w krajach OECD," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 1, pages 141-160.

    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:taf:emetrv:v:28:y:2009:i:1-3:p:21-39. 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: the person in charge (email available below). General contact details of provider: http://www.tandfonline.com/LECR20 .

    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.