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Quasi-likelihood and pseudo-likelihood are not the same thing

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  • J. A. Nelder

Abstract

Models described as using quasi-likelihood (QL) are often using a different approach based on the normal likelihood, which I call pseudo-likelihood. The two approaches are described and contrasted, and an example is used to illustrate the advantages of the QL approach proper.

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  • J. A. Nelder, 2000. "Quasi-likelihood and pseudo-likelihood are not the same thing," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(8), pages 1007-1011.
    • Handle: RePEc:taf:japsta:v:27:y:2000:i:8:p:1007-1011
    DOI: 10.1080/02664760050173328
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    References listed on IDEAS

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    1. Sifa Mvoi & Yan-Xia Lin, 2000. "Criteria for estimating the variance function used in the asymptotic quasi-likelihood approach," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(3), pages 347-362.
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    Cited by:

    1. Dengke Xu & Zhongzhan Zhang & Liucang Wu, 2014. "Variable selection in high-dimensional double generalized linear models," Statistical Papers, Springer, vol. 55(2), pages 327-347, May.
    2. Jaroslava Hečková & Alexandra Chapčáková & Eva Litavcová, 2016. "Ekonomická integrácia a jej vplyv na cezhraničné fúzie a akvizície v európskom priestore [Economic Integration and Its Influence on Cross-Border Mergers and Acquisitions within the European Area]," Politická ekonomie, Prague University of Economics and Business, vol. 2016(1), pages 19-33.
    3. Yaqing Si & Peng Liu, 2013. "An Optimal Test with Maximum Average Power While Controlling FDR with Application to RNA-Seq Data," Biometrics, The International Biometric Society, vol. 69(3), pages 594-605, September.
    4. Jaroslava Heckova & Alexandra Chapcakova & Tomas Valentiny & Stela Markova & Lucia Zbihlejova, 2020. "Impact of the Selected Predictors on Cross-Border Mergers and Acquisitions in the Industry and Service Sectors," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 16(4), pages 171-186.
    5. Isabel Proença & Stefan Sperlich & Duygu Savaşcı, 2015. "Semi-mixed effects gravity models for bilateral trade," Empirical Economics, Springer, vol. 48(1), pages 361-387, February.

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