Local influence in multilevel regression for growth curves
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- J. S. Hodges, 1998. "Some algebra and geometry for hierarchical models, applied to diagnostics," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(3), pages 497-536.
- Shi, Lei & Wang, Xueren, 1999. "Local influence in ridge regression," Computational Statistics & Data Analysis, Elsevier, vol. 31(3), pages 341-353, September.
- Goldstein, Harvey & Rasbash, Jon, 1992. "Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares," Computational Statistics & Data Analysis, Elsevier, vol. 13(1), pages 63-71, January.
- Jacob (Yaacov) Weisberg & Noah M. Meltz, 1999. "Education and Unemployment in Israel, 1976-1994: Reducing the Anomaly," Working Papers nmeltz-99-01, University of Toronto, Department of Economics.
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Cited by:
- Shi, Lei & Chen, Gemai, 2008. "Case deletion diagnostics in multilevel models," Journal of Multivariate Analysis, Elsevier, vol. 99(9), pages 1860-1877, October.
- Lei Shi & Md. Mostafizur Rahman & Wen Gan & Jianhua Zhao, 2015. "Stepwise local influence in generalized autoregressive conditional heteroskedasticity models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(2), pages 428-444, February.
- Shi, Lei & Huang, Mei, 2011. "Stepwise local influence analysis," Computational Statistics & Data Analysis, Elsevier, vol. 55(2), pages 973-982, February.
- Shi, Lei & Lu, Jun & Zhao, Jianhua & Chen, Gemai, 2016. "Case deletion diagnostics for GMM estimation," Computational Statistics & Data Analysis, Elsevier, vol. 95(C), pages 176-191.
- Jun Lu & Wen Gan & Lei Shi, 2022. "Local influence analysis for GMM estimation," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(1), pages 1-23, March.
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Keywords
Longitudinal data Multilevel linear models Hierarchical linear models Random coefficients models Perturbation scheme Generalized cook statistic;Statistics
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