IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v17y2000i4p473-483.html
   My bibliography  Save this article

Bootstrapping R2 and adjusted R2 in regression analysis

Author

Listed:
  • Ohtani, Kazuhiro

Abstract

No abstract is available for this item.

Suggested Citation

  • Ohtani, Kazuhiro, 2000. "Bootstrapping R2 and adjusted R2 in regression analysis," Economic Modelling, Elsevier, vol. 17(4), pages 473-483, December.
    • Handle: RePEc:eee:ecmode:v:17:y:2000:i:4:p:473-483
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264-9993(99)00034-6
    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. Jeyaratnam, S., 1992. "Confidence intervals for the correlation coefficient," Statistics & Probability Letters, Elsevier, vol. 15(5), pages 389-393, December.
    2. Meepagala, Gaminie, 1992. "The small sample properties of R2 in a misspecified regression model with stochastic regressors," Economics Letters, Elsevier, vol. 40(1), pages 1-6, September.
    3. Carrodus, Mark L. & Giles, David E. A., 1992. "The exact distribution of R2 when the regression disturbances are autocorrelated," Economics Letters, Elsevier, vol. 38(4), pages 375-380, April.
    4. Ohtani, Kazuhiro & Hasegawa, Hikaru, 1993. "On Small Sample Properties of R2 in a Linear Regression Model with Multivariate t Errors and Proxy Variables," Econometric Theory, Cambridge University Press, vol. 9(3), pages 504-515, June.
    5. Cramer, J. S., 1987. "Mean and variance of R2 in small and moderate samples," Journal of Econometrics, Elsevier, vol. 35(2-3), pages 253-266, July.
    6. Koerts, J. & Abrahamse, A. P. J., 1970. "The correlation coefficient in the general linear model," European Economic Review, Elsevier, vol. 1(3), pages 401-427.
    7. Ohtani, Kazuhiro, 1994. "The density functions of R2 and , and their risk performance under asymmetric loss in misspecified linear regression models," Economic Modelling, Elsevier, vol. 11(4), pages 463-471, October.
    8. Brownstone, David, 1990. "Bootstrapping improved estimators for linear regression models," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 171-187.
    9. Yi, Gang, 1991. "Estimating the variability of the Stein estimator by bootstrap," Economics Letters, Elsevier, vol. 37(3), pages 293-298, November.
    10. Press, S. James & Zellner, Arnold, 1978. "Posterior distribution for the multiple correlation coefficient with fixed regressors," Journal of Econometrics, Elsevier, vol. 8(3), pages 307-321, December.
    11. Chi, Xie Wen & Judge, George, 1985. "On assessing the precision of Stein's estimator," Economics Letters, Elsevier, vol. 18(2-3), pages 143-148.
    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. Sung, Ming-Chien & McDonald, David C.J. & Johnson, Johnnie E.V., 2016. "Probabilistic forecasting with discrete choice models: Evaluating predictions with pseudo-coefficients of determination," European Journal of Operational Research, Elsevier, vol. 248(3), pages 1021-1030.
    2. Tamer I. M. Ragab & Fahad M. Alminderej & Wael A. El-Sayed & Sayed M. Saleh & Al Shimaa Gamal Shalaby, 2021. "Enhanced Optimization of Bioethanol Production from Palm Waste Using the Taguchi Method," Sustainability, MDPI, vol. 13(24), pages 1-15, December.
    3. J Sebastián Tello & Jonathan A Myers & Manuel J Macía & Alfredo F Fuentes & Leslie Cayola & Gabriel Arellano & M Isabel Loza & Vania Torrez & Maritza Cornejo & Tatiana B Miranda & Peter M Jørgensen, 2015. "Elevational Gradients in β-Diversity Reflect Variation in the Strength of Local Community Assembly Mechanisms across Spatial Scales," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-17, March.
    4. Streukens, Sandra & Leroi-Werelds, Sara, 2016. "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results," European Management Journal, Elsevier, vol. 34(6), pages 618-632.
    5. Arora, Richa & Behera, Shuvashish & Sharma, Nilesh Kumar & Kumar, Sachin, 2017. "Augmentation of ethanol production through statistically designed growth and fermentation medium using novel thermotolerant yeast isolates," Renewable Energy, Elsevier, vol. 109(C), pages 406-421.
    6. Kleijnen, Jack P.C. & Deflandre, David, 2006. "Validation of regression metamodels in simulation: Bootstrap approach," European Journal of Operational Research, Elsevier, vol. 170(1), pages 120-131, April.
    7. Sorin Daniel MANOLE & Corina PETRESCU & Ramona Ioana VLADA, 2016. "Determinants of household loans," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(609), W), pages 89-102, Winter.
    8. Sorin Daniel MANOLE & Corina PETRESCU & Ramona Ioana VLADA, 2016. "Determinants of household loans," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(609), W), pages 89-102, Winter.
    9. Sorin Daniel Manole & Antonio Tache & Monica Tache, 2014. "Regional Development Survey by Data Panel Models," Romanian Statistical Review Supplement, Romanian Statistical Review, vol. 62(8), pages 19-33, August.
    10. de Bodt, Eric & Cousin, Jean-Gabriel & Roll, Richard, 2019. "Improved method for detecting acquirer fixed effects," Journal of Empirical Finance, Elsevier, vol. 50(C), pages 20-42.
    11. Jinjing Hu & Yong Huang & Jie Du, 2021. "The Impact of Urban Development Intensity on Ecological Carrying Capacity: A Case Study of Ecologically Fragile Areas," IJERPH, MDPI, vol. 18(13), pages 1-25, July.
    12. Ash, Elliott & MacLeod, W. Bentley, 2021. "Reducing partisanship in judicial elections can improve judge quality: Evidence from U.S. state supreme courts," Journal of Public Economics, Elsevier, vol. 201(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. Cheng, C.-L. & Shalabh, & Garg, G., 2014. "Coefficient of determination for multiple measurement error models," Journal of Multivariate Analysis, Elsevier, vol. 126(C), pages 137-152.
    2. Akio Namba & Kazuhiro Ohtani, 2018. "MSE performance of the weighted average estimators consisting of shrinkage estimators," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 47(5), pages 1204-1214, March.
    3. Cheng, C.-L. & Shalabh, & Garg, G., 2016. "Goodness of fit in restricted measurement error models," Journal of Multivariate Analysis, Elsevier, vol. 145(C), pages 101-116.
    4. Helen X. H. Bao & Alan T. K. Wan, 2007. "Improved Estimators of Hedonic Housing Price Models," Journal of Real Estate Research, American Real Estate Society, vol. 29(3), pages 267-302.
    5. Delbianco, Fernando & Fioriti, Andrés & Hernandez-Chanto, Allan & Tohmé, Fernando, 2020. "A Markov-switching approach to the study of citations in academic journals," Journal of Informetrics, Elsevier, vol. 14(4).
    6. Jorge M. Uribe, 2018. "“Scaling Down Downside Risk with Inter-Quantile Semivariances”," IREA Working Papers 201826, University of Barcelona, Research Institute of Applied Economics, revised Oct 2018.
    7. Akio Namba, 2021. "Bootstrapping the Stein-Rule Estimators," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(1), pages 219-237, December.
    8. Michael Hagerty & V. Srinivasan, 1991. "Comparing the predictive powers of alternative multiple regression models," Psychometrika, Springer;The Psychometric Society, vol. 56(1), pages 77-85, March.
    9. Zichen Zhang & Ye Eun Bae & Jonathan R. Bradley & Lang Wu & Chong Wu, 2022. "SUMMIT: An integrative approach for better transcriptomic data imputation improves causal gene identification," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    10. Leeb, Hannes & Pötscher, Benedikt M., 2008. "Can One Estimate The Unconditional Distribution Of Post-Model-Selection Estimators?," Econometric Theory, Cambridge University Press, vol. 24(2), pages 338-376, April.
    11. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    12. Amitabh Dugar & Siva Nathan, 1995. "The Effect of Investment Banking Relationships on Financial Analysts' Earnings Forecasts and Investment Recommendations," Contemporary Accounting Research, John Wiley & Sons, vol. 12(1), pages 131-160, September.
    13. Dan Givoly & Carla Hayn & Sharon Katz, 2017. "The changing relevance of accounting information to debt holders over time," Review of Accounting Studies, Springer, vol. 22(1), pages 64-108, March.
    14. Tsalavoutas, Ioannis & André, Paul & Evans, Lisa, 2012. "The transition to IFRS and the value relevance of financial statements in Greece," The British Accounting Review, Elsevier, vol. 44(4), pages 262-277.
    15. Karampinis N. & Hevas D., 2009. "The Effect of the Mandatory Application of IFRS on the Value Relevance of Accounting Data: Some Evidence from Greece," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 73-100.
    16. John Deke, 2016. "Design and Analysis Considerations for Cluster Randomized Controlled Trials That Have a Small Number of Clusters," Evaluation Review, , vol. 40(5), pages 444-486, October.
    17. Macías, Marta & Muiño, Flora, 2011. "Examining dual accounting systems in Europe," The International Journal of Accounting, Elsevier, vol. 46(1), pages 51-78, March.
    18. Larry W. Taylor, 2009. "Penalized‐R2 Criteria For Model Selection," Manchester School, University of Manchester, vol. 77(6), pages 699-717, December.
    19. Disli, Mustafa & Abd Rabbo, Fatima & Leneeuw, Thibault & Nagayev, Ruslan, 2022. "Cryptocurrency comovements and crypto exchange movement: The relocation of Binance," Finance Research Letters, Elsevier, vol. 48(C).
    20. Mark Lang & Jana Smith Raedy & Michelle Higgins Yetman, 2003. "How Representative Are Firms That Are Cross‐Listed in the United States? An Analysis of Accounting Quality," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 363-386, May.

    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:eee:ecmode:v:17:y:2000:i:4:p:473-483. 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/locate/inca/30411 .

    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.