IDEAS home Printed from https://ideas.repec.org/a/eee/stapro/v44y1999i1p79-86.html
   My bibliography  Save this article

A small-sample correction for the Schwarz SIC model selection criterion

Author

Listed:
  • McQuarrie, Allan D.

Abstract

The relationship between AIC and AICc is used to derive the small-sample correction, SICc, for Schwarz's SIC model selection criterion. Small-sample properties of SIC and SICc are discussed. Small-sample and large-scale simulation studies including nonnormal errors are presented as well. Consistent criteria are useful when there is a large number of extraneous variables in a study. Consistent criteria are less affected by the increased opportunity for overfitting.

Suggested Citation

  • McQuarrie, Allan D., 1999. "A small-sample correction for the Schwarz SIC model selection criterion," Statistics & Probability Letters, Elsevier, vol. 44(1), pages 79-86, August.
    • Handle: RePEc:eee:stapro:v:44:y:1999:i:1:p:79-86
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-7152(98)00294-6
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    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. Geweke, John & Meese, Richard, 1981. "Estimating regression models of finite but unknown order," Journal of Econometrics, Elsevier, vol. 16(1), pages 162-162, May.
    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. Cribari-Neto, Francisco & Scher, Vinícius T. & Bayer, Fábio M., 2023. "Beta autoregressive moving average model selection with application to modeling and forecasting stored hydroelectric energy," International Journal of Forecasting, Elsevier, vol. 39(1), pages 98-109.
    2. Fábio Bayer & Francisco Cribari-Neto, 2015. "Bootstrap-based model selection criteria for beta regressions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 24(4), pages 776-795, December.
    3. Carlos A. Medel, 2015. "Probabilidad Clásica de Sobreajuste con Criterios de Información: Estimaciones con Series Macroeconómicas Chilenas," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 30(1), pages 57-72, Abril.
    4. Jennifer L. Castle & Xiaochuan Qin & W. Robert Reed, 2013. "Using Model Selection Algorithms To Obtain Reliable Coefficient Estimates," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 269-296, April.
    5. Bentolhoda Asl-Rousta & S. Jamshid Mousavi & Majid Ehtiat & Mehdi Ahmadi, 2018. "SWAT-Based Hydrological Modelling Using Model Selection Criteria," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(6), pages 2181-2197, April.
    6. Qichang Xie & Yingkun Yan & Xu Wang, 2023. "Assessing the role of foreign direct investment in environmental sustainability: a spatial semiparametric panel approach," Economic Change and Restructuring, Springer, vol. 56(2), pages 1263-1295, April.

    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. Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019. "The many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1025-1069.
    2. Karl Derouen & Uk Heo, 2004. "Reward, punishment or inducement? US economic and military aid, 1946-1996," Defence and Peace Economics, Taylor & Francis Journals, vol. 15(5), pages 453-470.
    3. Sýdýka Baþçý & Asad Zaman & Arzdar Kiracý, 2010. "Variance Estimates and Model Selection," International Econometric Review (IER), Econometric Research Association, vol. 2(2), pages 57-72, September.
    4. Peter R. Hartley, 1983. "Rational Expectations and the Foreign Exchange Market," NBER Chapters, in: Exchange Rates and International Macroeconomics, pages 153-188, National Bureau of Economic Research, Inc.
    5. Nilss Olekalns, 1995. "The Effect of Nominal Demand Shocks on Manufacturing Output: Evidence from Disaggregated Australian Data," The Economic Record, The Economic Society of Australia, vol. 71(1), pages 66-76, March.
    6. Dallas S. Batten & Daniel L. Thornton, 1984. "How robust are the policy conclusions of the St. Louis equation?: some further evidence," Review, Federal Reserve Bank of St. Louis, vol. 66(Jun).
    7. Hidalgo, Javier, 2002. "Consistent order selection with strongly dependent data and its application to efficient estimation," Journal of Econometrics, Elsevier, vol. 110(2), pages 213-239, October.
    8. Nilss Olekalns, 1997. "Australian Evidence on Tax Smoothing and the Optimal Budget Surplus," The Economic Record, The Economic Society of Australia, vol. 73(222), pages 248-257, September.
    9. Shiva, Layla & Bessler, David A. & McCarl, Bruce A., 2014. "On the Dynamics of Price Discovery: Energy and Agricultural Markets with and without the Renewable Fuels Mandate," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169780, Agricultural and Applied Economics Association.
    10. Khatri, Y. & Schimmelpfennig, D. & Thirtle, C. & van Zyl, J., 1996. "Refining Returns To Research And Development In South African Commercial Agriculture," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 35(4), December.
    11. Sarker, Rakhal, 1990. "Testing Causality in Economics: A Review," Department of Agricultural Economics and Business 258629, University of Guelph.
    12. Davidson, James & Terasvirta, Timo, 2002. "Long memory and nonlinear time series," Journal of Econometrics, Elsevier, vol. 110(2), pages 105-112, October.
    13. Daniel Fernández, 2011. "Suficiencia del capital y previsiones de la banca uruguaya por su exposición al sector industrial," Monetaria, CEMLA, vol. 0(4), pages 517-589, octubre-d.
    14. Annika Alexius & Jonny Nilsson, 2000. "Real Exchange Rates and Fundamentals: Evidence from 15 OECD Countries," Open Economies Review, Springer, vol. 11(4), pages 383-397, October.
    15. Serena Ng & Pierre Perron, 2005. "A Note on the Selection of Time Series Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(1), pages 115-134, February.
    16. Jahyeong Koo & Paul A. Johnson, 2004. "Feedback between US and UK Prices: a Frequency Domain Analysis," Economics Bulletin, AccessEcon, vol. 6(17), pages 1-9.
    17. Ishwaran, Hemant & Sunil Rao, J., 2011. "Consistency of spike and slab regression," Statistics & Probability Letters, Elsevier, vol. 81(12), pages 1920-1928.
    18. Carvalho, Glauco Rodrigues & Bessler, David & Hemme, Torsten & Schröer-Merker, Eva, 2015. "Understanding International Milk Price Relationships," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196692, Southern Agricultural Economics Association.
    19. Bruhin, Adrian & Goette, Lorenz & Haenni, Simon & Jiang, Lingqing, 2020. "Spillovers of prosocial motivation: Evidence from an intervention study on blood donors," Journal of Health Economics, Elsevier, vol. 70(C).
    20. Javier Pereda, 2011. "Estimación de la tasa natural de interés para Perú: un enfoque financiero," Monetaria, CEMLA, vol. 0(4), pages 429-459, octubre-d.

    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:eee:stapro:v:44:y:1999:i:1:p:79-86. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/622892/description#description .

    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.