IDEAS home Printed from https://ideas.repec.org/a/eee/csdana/v52y2008i4p1896-1907.html
   My bibliography  Save this article

Fixed-effect variable selection in linear mixed models using R2 statistics

Author

Listed:
  • Orelien, Jean G.
  • Edwards, Lloyd J.

Abstract

No abstract is available for this item.

Suggested Citation

  • Orelien, Jean G. & Edwards, Lloyd J., 2008. "Fixed-effect variable selection in linear mixed models using R2 statistics," Computational Statistics & Data Analysis, Elsevier, vol. 52(4), pages 1896-1907, January.
    • Handle: RePEc:eee:csdana:v:52:y:2008:i:4:p:1896-1907
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-9473(07)00242-3
    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. Liu, Honghu & Weiss, Robert E. & Jennrich, Robert I. & Wenger, Neil S., 1999. "PRESS model selection in repeated measures data," Computational Statistics & Data Analysis, Elsevier, vol. 30(2), pages 169-184, April.
    2. G. Verbeke & S. Fieuws & E. Lesaffre & B. S. Kato & M. D. Foreman & P. L. O. Broos & K. Milisen, 2006. "A comparison of procedures to correct for base‐line differences in the analysis of continuous longitudinal data: a case‐study," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 55(1), pages 93-101, January.
    3. S. J. Welham & R. Thompson, 1997. "Likelihood Ratio Tests for Fixed Model Terms using Residual Maximum Likelihood," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 59(3), pages 701-714.
    4. Cameron, A Colin & Windmeijer, Frank A G, 1996. "R-Squared Measures for Count Data Regression Models with Applications to Health-Care Utilization," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(2), pages 209-220, 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. Cantoni, Eva & Jacot, Nadège & Ghisletta, Paolo, 2024. "Review and comparison of measures of explained variation and model selection in linear mixed-effects models," Econometrics and Statistics, Elsevier, vol. 29(C), pages 150-168.
    2. Marcela Matos & Kirsten McEwan & Martin Kanovský & Júlia Halamová & Stanley R. Steindl & Nuno Ferreira & Mariana Linharelhos & Daniel Rijo & Kenichi Asano & Sara P. Vilas & Margarita G. Márquez & Sóni, 2023. "Improvements in Compassion and Fears of Compassion throughout the COVID-19 Pandemic: A Multinational Study," IJERPH, MDPI, vol. 20(3), pages 1-17, January.
    3. Qingbin Wei & Lianjun Zhang & Wenbiao Duan & Zhen Zhen, 2019. "Global and Geographically and Temporally Weighted Regression Models for Modeling PM 2.5 in Heilongjiang, China from 2015 to 2018," IJERPH, MDPI, vol. 16(24), pages 1-20, December.
    4. Francisco M. M. Rocha & Julio M. Singer, 2018. "Selection of terms in random coefficient regression models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 45(2), pages 225-242, January.
    5. Byron C. Jaeger & Lloyd J. Edwards & Kalyan Das & Pranab K. Sen, 2017. "An statistic for fixed effects in the generalized linear mixed model," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(6), pages 1086-1105, April.
    6. Vigier, Marta & Thorson, Katherine R. & Andritsch, Elisabeth & Stoeger, Herbert & Suerth, Leonie & Farkas, Clemens & Schwerdtfeger, Andreas R., 2021. "Physiological linkage during interactions between doctors and cancer patients," Social Science & Medicine, Elsevier, vol. 284(C).
    7. Yan Meng & Xueyan Zhao & Xibin Zhang & Jiti Gao, 2017. "A panel data analysis of hospital variations in length of stay for hip replacements: Private versus public," Monash Econometrics and Business Statistics Working Papers 20/17, Monash University, Department of Econometrics and Business Statistics.
    8. Özge Kuran & M. Revan Özkale, 2024. "The ridge prediction error sum of squares statistic in linear mixed models," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 87(7), pages 757-773, October.

    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. Bergman, Mats A. & Johansson, Per & Bergman, M.A., 2002. "Large investments in the pulp and paper industry: a count data regression analysis," Journal of Forest Economics, Elsevier, vol. 8(1), pages 29-52.
    2. Vladimír Hlásny, 2017. "Job applicant screening in China and its four pillars," The Economic and Labour Relations Review, , vol. 28(3), pages 455-473, September.
    3. McMillen, Daniel P. & Smith, Stefani C., 2003. "The number of subcenters in large urban areas," Journal of Urban Economics, Elsevier, vol. 53(3), pages 321-338, May.
    4. Eugenio J. Miravete, 2004. "The Doubtful Profitability of Foggy Pricing," Working Papers 04-07, NET Institute.
    5. Micheels, Eric T. & Nolan, James F., 2016. "Examining the effects of absorptive capacity and social capital on the adoption of agricultural innovations: A Canadian Prairie case study," Agricultural Systems, Elsevier, vol. 145(C), pages 127-138.
    6. Henderson, Jason R. & McNamara, Kevin T., 2000. "The Location Of Food Manufacturing Plant Investments In Corn Belt Counties," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 25(2), pages 1-18, December.
    7. Heather R. Tierney & Bing Pan, 2012. "A poisson regression examination of the relationship between website traffic and search engine queries," Netnomics, Springer, vol. 13(3), pages 155-189, October.
    8. Sanghamitra Bandyopadhyay & Frank A. Cowell & Emmanual Flachaire, 2009. "Goodness-of-Fit: An Economic Approach," Economics Series Working Papers 444, University of Oxford, Department of Economics.
    9. Salvatore Ingrassia & Antonio Punzo, 2020. "Cluster Validation for Mixtures of Regressions via the Total Sum of Squares Decomposition," Journal of Classification, Springer;The Classification Society, vol. 37(2), pages 526-547, July.
    10. Stacie K Hardy & Charles J Deutsch & Tiffanie A Cross & Martine de Wit & Jeffrey A Hostetler, 2019. "Cold-related Florida manatee mortality in relation to air and water temperatures," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-22, November.
    11. Pringle, M.J. & Marchant, B.P. & Lark, R.M., 2008. "Analysis of two variants of a spatially distributed crop model, using wavelet transforms and geostatistics," Agricultural Systems, Elsevier, vol. 98(2), pages 135-146, September.
    12. Heim, Sven & Hüschelrath, Kai & Laitenberger, Ulrich & Spiegel, Yossi, 2017. "Minority share acquisitions and collusion: Evidence from the introduction of national leniency programs," ZEW Discussion Papers 17-037, ZEW - Leibniz Centre for European Economic Research.
    13. Miravete, Eugenio, 2007. "The Doubtful Profitability of Foggy Pricing," Working Paper Series 19062, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    14. Kapferer, Jean-Noël & Valette-Florence, Pierre, 2018. "The impact of brand penetration and awareness on luxury brand desirability:," Journal of Business Research, Elsevier, vol. 83(C), pages 38-50.
    15. Oberhofer, Harald & Philippovich, Tassilo & Winner, Hannes, 2010. "Distance matters in away games: Evidence from the German football league," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 200-211, April.
    16. Mohammadreza Mohebbi & Rory Wolfe & Andrew Forbes, 2014. "Disease Mapping and Regression with Count Data in the Presence of Overdispersion and Spatial Autocorrelation: A Bayesian Model Averaging Approach," IJERPH, MDPI, vol. 11(1), pages 1-20, January.
    17. Josafhat Salinas-Ruíz & Sandra Luz Hernández-Valladolid & Juan Valente Hidalgo-Contreras & Juan Manuel Romero-Padilla, 2022. "Selection and Fitting of Mixed Models in Sugarcane Yield Trials," Agriculture, MDPI, vol. 12(3), pages 1-12, March.
    18. Alexandra Sack & Elena N. Naumova & Lori Lyn Price & Guang Xu & Stephen M. Rich, 2023. "Passive Surveillance of Human-Biting Ixodes scapularis Ticks in Massachusetts from 2015–2019," IJERPH, MDPI, vol. 20(5), pages 1-11, February.
    19. Peter Ekamper & Frans van Poppel & Coen van Duin & Joop Garssen, 2009. "150 Years of temperature-related excess mortality in the Netherlands," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 21(14), pages 385-426.
    20. Ginger Zhe Jin & Jungmin Lee, 2018. "A Tale of Repetition: Lessons from Florida Restaurant Inspections," Journal of Law and Economics, University of Chicago Press, vol. 61(1), pages 159-188.

    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:csdana:v:52:y:2008:i:4:p:1896-1907. 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/csda .

    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.