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To allow flexibility without too many parameter estimates, the so called 2PL graded response model is chosen.
Many parameter estimates change markedly when the unobserved factors at the community level are taken into account.
Classical decision modeling techniques require elicitation of too many parameter estimates and their conditional (joint) probabilities, and have not therefore been applied to the problem of identifying high-performance, cost-effective combinations of clinical options for diagnosis or treatments where many of the objectives are unknown or even unspecified.
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In other words, many different parameter estimates can provide satisfactory data fits.
First, our sample size of confirmed TB cases was small, and thus many of our parameter estimates are imprecise.
First, there is very little published evidence on which to base many of the parameter estimates for the model, and few data originate within the United Kingdom.
To take into account the potentially large amount of uncertainty in many of the parameter estimates, distributions were defined for each uncertain parameter estimate using the mean and the standard error estimated based on the assumption that all the ranges represented a 95% confidence interval (equal to four times the standard error) [ 50].
The parameters of each model indicate that each model apply how many parameters to estimate evapotranspiration.
However, these models have poor accuracy, require many parameters to estimate, and demand excessive computational effort.
Longitudinal slippage during turning maneuvers: Skid-steering slippage is a complex phenomenon, and it requires many parameters for estimating the terramechanics-based slippage.
The disadvantage of the algorithm is that it is demanding and inefficient in terms of communication and computational requirements when there are many parameters to estimate and heavy communication requirements to satisfy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com