von Rosen, Dietrich
- Department of Energy and Technology, Swedish University of Agricultural Sciences
- Linköping University
Report2017
Ngaruye, Innocent; Von Rosen, Dietrich; von Rosen, Dietrich; Singull, Martin
In this paper, the issue of analysis of multivariate repeated measures data that followa monotonic sample pattern for small area estimation is addressed. Random effectsgrowth curve models with covariates for both complete and incomplete data are formu-lated. A conditional likelihood based approach is proposed for estimation of the meanparameters and covariances. Further, the prediction of random effects and predictedsmall area means are also discussed. The proposed techniques may be useful for smallarea estimation under longitudinal surveys with grouped response units and drop outs.
LiTH-MAT-R
2017, number: 2017/06Publisher: Linköping University
Probability Theory and Statistics
https://res.slu.se/id/publ/88337