IDEAS home Printed from https://ideas.repec.org/p/uwa/wpaper/11-16.html
   My bibliography  Save this paper

Volatility and Stock Price Indexes

Author

Listed:
  • Kenneth W Clements

    (UWA Business School, The University of Western Australia)

  • H Y Izan

    (UWA Business School, The University of Western Australia)

  • Yihui Lan

    (UWA Business School, The University of Western Australia)

Abstract

The stochastic approach to index numbers has been successfully applied to the estimation of the Consumer Price Index (CPI). One distinct advantage of this approach is that it provides the whole distribution of the index, not simply a point estimate of the rate of inflation. In this paper, we extend the application of the stochastic approach to the estimation of a stock market index. We demonstrate how this approach can be used to identify “redundant stocks” that do not contribute significantly to the overall index. For index tracking purposes, these stocks can be safely excluded.

Suggested Citation

  • Kenneth W Clements & H Y Izan & Yihui Lan, 2011. "Volatility and Stock Price Indexes," Economics Discussion / Working Papers 11-16, The University of Western Australia, Department of Economics.
    • Handle: RePEc:uwa:wpaper:11-16
    as

    Download full text from publisher

    File URL: https://www.business.uwa.edu.au/__data/assets/pdf_file/0004/1857973/11-16-Volatility-and-Stock-Prices-Indexes.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Clements, Kenneth W & Izan, H Y, 1987. "The Measurement of Inflation: A Stochastic Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(3), pages 339-350, July.
    2. Eric Blankmeyer, 2012. "Estimating an inflation index by quantile regression," Applied Economics Letters, Taylor & Francis Journals, vol. 19(2), pages 185-187, February.
    3. Clements, Kenneth W & Izan, H Y, 1981. "A Note on Estimating Divisia Index Numbers," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 22(3), pages 745-747, October.
    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. Yim, Ha-Neul & Riddell, Jordan R. & Wheeler, Andrew P., 2020. "Is the recent increase in national homicide abnormal? Testing the application of fan charts in monitoring national homicide trends over time," Journal of Criminal Justice, Elsevier, vol. 66(C).

    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. Mark A. Wynne, 2008. "Core inflation: a review of some conceptual issues," Review, Federal Reserve Bank of St. Louis, vol. 90(May), pages 205-228.
    2. Müller, Gerald, 1999. "Smaller Productivity Gap Between German Regions When Different Producer Prices are Taken into Account," IWH Discussion Papers 89/1999, Halle Institute for Economic Research (IWH).
    3. Selvanathan, E. A. & Selvanathan, S., 2004. "Modelling the commodity prices in the OECD countries: a stochastic approach," Economic Modelling, Elsevier, vol. 21(2), pages 233-247, March.
    4. Eliyathamby A. Selvanathan & Saroja Selvanathan, 2006. "Measurement of Inflation: An Alternative Approach," Journal of Applied Economics, Taylor & Francis Journals, vol. 9(2), pages 403-418, November.
    5. Mark A. Wynne, 2008. "Core inflation: a review of some conceptual issues," Review, Federal Reserve Bank of St. Louis, issue May, pages 205-228.
    6. O'Donnell, Christopher J., 2000. "Estimating The Characteristics Of Homogeneous Functionsusing Flexible Functional Forms," 2000 Conference (44th), January 23-25, 2000, Sydney, Australia 123713, Australian Agricultural and Resource Economics Society.
    7. Kenneth Clements & Yihui Lan & Jiawei Si, 2018. "Uncertainty in currency mispricing," Applied Economics, Taylor & Francis Journals, vol. 50(20), pages 2297-2312, April.
    8. Consuelo Nava & Maria Grazia Zoia, 2019. "An econometric analysis of the Italian cultural supply," Papers 1910.00073, arXiv.org, revised May 2020.
    9. Amita Majumder & Ranjan Ray, 2020. "National and subnational purchasing power parity: a review," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 47(2), pages 103-124, June.
    10. K.W. Clements & H.Y. Izan, 1985. "Australian Consumer Price Data, 1952-1981," Economics Discussion / Working Papers 85-01, The University of Western Australia, Department of Economics.
    11. Jacek Białek, 2014. "Proposition of Stochastic Postulates for Chain Indices," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 15(4), pages 545-558, September.
    12. von Auer, Ludwig & Weinand, Sebastian, 2022. "A nonlinear generalization of the country-product-dummy method," Discussion Papers 45/2022, Deutsche Bundesbank.
    13. Białek Jacek, 2019. "Remarks on Geo-Logarithmic Price Indices," Journal of Official Statistics, Sciendo, vol. 35(2), pages 287-317, June.
    14. David E. A. Giles, 2004. "Calculating a Standard Error for the Gini Coefficient: Some Further Results," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 425-433, July.
    15. Kenneth W. Clements & H. Y. Izan & Yihui Lan, 2009. "A Stochastic Measure of International Competitiveness," International Review of Finance, International Review of Finance Ltd., vol. 9(1‐2), pages 51-81, March.
    16. Rao, D.S. Prasada & Hajargasht, Gholamreza, 2016. "Stochastic approach to computation of purchasing power parities in the International Comparison Program (ICP)," Journal of Econometrics, Elsevier, vol. 191(2), pages 414-425.
    17. Sebastian Weinand, 2022. "Measuring spatial price differentials at the basic heading level: a comparison of stochastic index number methods," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(1), pages 117-143, March.
    18. von der Lippe, Peter, 2014. "The Stochastic Approach to Index Numbers: Needless and Useless," MPRA Paper 60839, University Library of Munich, Germany.
    19. Clements, Kenneth W & Izan, H Y, 1987. "The Measurement of Inflation: A Stochastic Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(3), pages 339-350, July.
    20. José‐María Montero & Tiziana Laureti & Román Mínguez & Gema Fernández‐Avilés, 2020. "A Stochastic Model with Penalized Coefficients for Spatial Price Comparisons: An Application to Regional Price Indexes in Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(3), pages 512-533, 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:uwa:wpaper:11-16. 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: Sam Tang (email available below). General contact details of provider: https://edirc.repec.org/data/deuwaau.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.