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To gauge the economic consequences of these demographic trends, we implement an overlapping generations model with heterogeneity by level of education in which individuals optimally decide their consumption of market- and home-produced goods as well as the time spent on paid and unpaid work.
This is a mixed model with heterogeneity of variances.
When considering each covariate as a capture episode, the model retained in BMA corresponds to the model with heterogeneity.
In this more complex model with heterogeneity, the range of dynamical behaviors is expanded, manifesting patterns of tumor recurrence, and quasi-periodic orbits in cell densities.
The model resulting with the lowest AIC score was the GTR+γ+I (general time reversible model with heterogeneity in substitution rates plus a proportion of invariable sites).
Two different random effects second order fractional polynomial models were compared: one model with a heterogeneity parameter for d 0, and one model with heterogeneity parameters for all three treatment parameters (d 0, d 1 or d2).
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However, it is difficult to reconcile a simple substitutional model with the observed heterogeneity of change in GC content among amino acids.
The decomposition effects of various socioeconomic and trip characteristics on mean estimates were also investigated in random parameter logit models with heterogeneity.
Pooled odds ratios (OR) with 95% confidence intervals (CI) were estimated using random effect models, with heterogeneity quantified using I.
More complex models with heterogeneity and covariate interactions in terms scale and shape parameters are only expected to be feasible if a large number of studies with sufficient number of events for longer follow-up times are available.
This approach provides a new tool to analyze the properties of the bottleneck model with general heterogeneity, and to design efficient solution methods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com