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In summary, the proposed marginalized mixture modeling framework provides a wide range of alternatives to directly estimate exposure effects on marginal means of counts generated from heterogeneous populations.
The resulting modeling framework provides a template for examining bicycle rebalancing in different contexts, and a tool to improve system management of bicycle sharing systems.
The OPM-based conceptual modeling framework provides a clear, unambiguous way to describe our current knowledge of the state of the cell.
Hence, given some specific network topology, this modeling framework provides us with a quantitative estimate of the degree by which each of the SAC-protein contributes to the total sequestering and degradation rates.
This modeling framework provides the basis for experimental validation and testing procedures, which will allow us to accurately predict the time course of cells and viruses at least in relatively simple scenarios, such as in vitro experiments or simple in vivo scenarios.
This modeling framework provides a potentially useful new tool for assessing the health risks of climate change.
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Our simulation results show that the modeling framework provided an accurate mechanistic link between gene expression and cellular metabolism.
In addition, we propose a modeling framework that provides appropriate conceptual models for developing and describing CPMS and enabling their composition.
The modeling cycle framework provided a developmental view of students' responses and use of statistics.
A high-level abstraction of the modeling framework is provided in Fig. 1, which schematically represents the main functional blocks and relationships to be taken into account.
Despite its many abstractions, this modeling framework has provided important insight into both general and specific properties of gene regulatory circuits.
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