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Estimation in a random effects growth curve model

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  • Tapio Nummi

Abstract

This paper considers estimation under the growth curve model of Potthoff and Roy (1964) with random effects. Estimation under a multivariate model is also considered. Estimation under incomplete data and estimation of random effects are also discussed. A numerical example of data on bulls is presented to illustrate these techniques.

Suggested Citation

  • Tapio Nummi, 1997. "Estimation in a random effects growth curve model," Journal of Applied Statistics, Taylor & Francis Journals, vol. 24(2), pages 157-168.
    • Handle: RePEc:taf:japsta:v:24:y:1997:i:2:p:157-168
    DOI: 10.1080/02664769723774
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    Cited by:

    1. Yadong Niu & Ting Ye & Yan Zhang & Liang Zhang, 2019. "Can Primary Medical Institutions Lead to Worse Health Status for Patients with Noncommunicable Diseases Compared with High-Level Hospitals? A Follow-Up Observation Study in China," IJERPH, MDPI, vol. 16(8), pages 1-9, April.
    2. Ip, Wai-Cheung & Wu, Mi-Xia & Wang, Song-Gui & Wong, Heung, 2007. "Estimation for parameters of interest in random effects growth curve models," Journal of Multivariate Analysis, Elsevier, vol. 98(2), pages 317-327, February.
    3. Heungsun Hwang & Yoshio Takane, 2004. "A multivariate reduced-rank growth curve model with unbalanced data," Psychometrika, Springer;The Psychometric Society, vol. 69(1), pages 65-79, March.

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