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Analyses conducted were mainly descriptive and focussed on confidence interval estimation, rather than hypothesis testing, to provide estimates of the key trial parameters to determine whether to proceed to a larger definitive RCT.
As is unfortunately typical, direct empirical estimates of the key parameters of the model are not readily available.
Similarly to the previously described industrial approaches, in this work, we focus on the application of ML to improve SON functionalities by providing a more accurate estimates of the key performance indicators (KPIs) as a function of the network configuration.
The empirical study of others and the analysis of NTA data described above yield estimates of the key parameters of the model presented in section II.
Our sampling strategy is informed by robust population estimates of the key parameters of dementia sub-type, age, gender, living situation and relationship with primary carer.
The population genetics model (Fig. S1) incorporated estimates of the key biological parameters for H. armigera to simulate changes in the frequency of two resistance alleles owing to selection by Cry1Ac/Cry2Ab cotton.
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The correlations are relatively robust over a reasonable range of estimates for the key input parameters.
Consequently the [PSI+] and the [psi−] cell reproduction data were combined in order to provide a more accurate estimate of the key cell division parameters for our analysis.
It is interesting to note that the best estimate of the key model parameters of hydraulic conductivity and fluid absorption occur within the range of values in which the IOP is most sensitive to changes in these parameters – see Figure 4.
Previous studies have shown how to determine estimates for the key parameters of our model from patient scans (Tracqui et al, 1995; Burgess et al, 1997; Swanson, 1999).
The impact analysis was conducted to estimate most of the key benefits and costs, such as ERA's impacts on earnings and on various benefit payments, including Income Support and Jobseeker's Allowance payments, during the observation period.
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