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http://hdl.handle.net/1942/465| Title: | Strategies to Fit Pattern-Mixture Models | Authors: | MOLENBERGHS, Geert THIJS, Herbert MICHIELS, Bart VERBEKE, Geert Curran, Desmond |
Issue Date: | 2000 | Publisher: | Leske + Budrich | Source: | Blasius, Jörg; Hox, Joop; de Leeuw, Edith; Schmidt, Peter (Ed.). Social Science Methodology in the New Millennium, Updated and Extended Proceedings of the Fifth International Conference on Logic and Methodology. p. 1-25. | Abstract: | Whereas most models for incomplete longitudinal data are formulated within the selection model framework, pattern-mixture models have gained considerable interest in recent years. In this chapter, we outline several strategies to fit pattern-mixture models, including the so-called identifying-restrictions strategy. Multiple imputation is used to apply this strategy to realistic settings, such as quality-of-life data from a longitudinal study on metastatic breast cancer patients. | Document URI: | http://hdl.handle.net/1942/465 | ISBN: | 9783810033161 | Category: | C2 | Type: | Proceedings Paper |
| Appears in Collections: | Research publications |
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|---|---|---|---|---|
| molg21.pdf | 216.66 kB | Adobe PDF | View/Open |
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