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A flexible two-part random effects model for correlated …
- https://pubmed.ncbi.nlm.nih.gov/20015560/
- In many cases, such data are also obtained in hierarchical form, e.g., on patients served by the same physician. The proposed model specification therefore consists of two generalized linear mixed models (GLMM), linked together by correlated random effects. …
A flexible two-part random effects model for correlated …
- https://www.sciencedirect.com/science/article/pii/S0167629609001386
- Recognizing the need to account for the semi-continuous nature of medical cost data arguably began with the development of the “two-part” model (Cragg, 1971; …
A flexible two-part random effects model for correlated …
- https://www.sciencedirect.com/science/article/abs/pii/S0167629609001386
- The correlated two-part model outperformed the independent two-part model (likelihood ratio test statistic = 8.6, df = 1, P = 0.003). Conclusions: The proposed …
A flexible two-part random effects model for correlated …
- https://www.scholars.northwestern.edu/en/publications/a-flexible-two-part-random-effects-model-for-correlated-medical-c
- Fingerprint Abstract In this paper, we propose a flexible "two-part" random effects model (Olsen and Schafer, 2001; Tooze et al., 2002) for correlated medical cost data. …
A flexible two-part random effects model for correlated …
- https://www.semanticscholar.org/paper/A-flexible-two-part-random-effects-model-for-costs.-Liu-Strawderman/9e4e82f1aab25d57fa919bf2fee71e25db6b5d97
- A flexible model for correlated medical cost data with several appealing features, including the mean function is partially linear and the covariance structure of correlated …
A flexible two-part random effect model for correlated …
- https://www.researchgate.net/publication/223049503_A_flexible_two-part_random_effect_model_for_correlated_medical_costs
- In this paper, we propose a flexible “two-part” random effects model ( [35] and [40]) for correlated medical cost data. Typically, medical cost data are right …
A flexible two-part random effects model for correlated …
- https://ideas.repec.org/a/eee/jhecon/v29y2010i1p110-123.html
- Respectively, and conditionally on the random effects and covariates, we model the odds of cost being positive (Part I) using a GLMM with a logistic link and the mean cost (Part …
A flexible two-part random effects model for correlated …
- https://europepmc.org/articles/PMC2824028
- Respectively, and conditionally on the random Effects and covariates, we model the odds of cost being positive (Part I) using a GLMM with a logistic link and the …
2008 International Conference on Health Policy Statistics
- https://ww2.amstat.org/meetings/ichps/2008/index.cfm?pf=AbstractDetails&fuseaction=AbstractDetails&AbstractID=300045
- We use the two part random effects model (Olsen and Schafer 2001, Tooze et al. 2002) to analyze correlated medical costs, with a large portion of zero costs and right skewness …
A shared random effects model for censored medical …
- https://pubmed.ncbi.nlm.nih.gov/16526006/
- A joint random effects model is proposed to account for the correlation between medical costs and survival by a shared random effect. Second, monthly …
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