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ODmixed: a tool to obtain optimal designs for heterogeneous longitudinal studies with dropout.
- Source :
-
Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2011 Jan; Vol. 101 (1), pp. 62-71. Date of Electronic Publication: 2010 Jun 11. - Publication Year :
- 2011
-
Abstract
- ODMixed is a computer program to obtain optimal designs for linear mixed models of longitudinal studies. These designs account for heterogeneous correlated errors and for data with dropout. Designs are compared by using relative efficiencies, e.g., between a D-optimal design for homogeneous data and another for heterogeneous data or between a D-optimal design for complete data against another that optimizes designs when data is missing at random. Two examples are worked out to illustrate how researchers could use this computer program to profit of optimal design theory at the planning stage of longitudinal studies.<br /> (2011 Elsevier Ireland Ltd. All rights reserved.)
- Subjects :
- Algorithms
Longitudinal Studies
Linear Models
Software
Subjects
Details
- Language :
- English
- ISSN :
- 1872-7565
- Volume :
- 101
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Computer methods and programs in biomedicine
- Publication Type :
- Academic Journal
- Accession number :
- 20541830
- Full Text :
- https://doi.org/10.1016/j.cmpb.2010.04.004