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The model was tested on 38 data sets, not previously used to derive model parameters, collected at Patancheru, India.
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When designing a clinical trial, it is important to ensure that sufficient information to estimate model parameters is collected, while also ensuring that the schedule is not onerous.
Here, all model parameters are collected into a vector \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$\boldsymbol {\theta }\in \mathbb {R}^{d}$\end{document }θ ∈ ℝ d.
Also, the model is based exclusively on the UKPDS trial, and as such, the model is confined by the parameters collected by the UKPDS protocol.
In this study, we established an overweight prediction model using standardized deviation scores of anthropometric parameters collected during the first 5 years of life.
We also propose a kernel-based least-mean-square algorithm for updating the model parameters using data collected by each sensor.
The modelling framework accommodates models of different types representing different sub-systems of the PTC-based reactive system; databases of model parameters and carefully collected and checked (for thermodynamic consistency) experimentally measured data.
To effectively learn the model parameters, we automatically collect large-scale mention-entity pairs from Wikipedia as training data.
In situ tracer tests and laboratory batch studies were then performed to derive the model parameters using soil samples collected from the two biofilters.
We estimated relevant model parameters from data recently collected from Hunan and Jiangxi Provinces [24], so that the predictions would apply to the transmission dynamics of the lake and marshland areas.
The model parameters which are not collected in the trial will be extracted from the existing literature.
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