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Sensitivity analysis is based on running multiple iterations with systematically differing parameter settings.
If the data follow an exponential decline, using the DFOP model results in an overparameterisation and parameters (k_1), (k_2) and g correlate strongly, in many cases leading to differing parameter estimates.
Finally, with a FE formulation we were able to flexibly include or exclude specific effects depending on their statistical significance, a task that is extremely difficult with RE (with RE once the chromosome effect is included all chromosomes have a differing parameter, even when not statistically significantly).
The result is a set of sometimes widely differing parameter vectors that yield very similar optimal values of the fit criterion.
Similar(56)
The transesterification process can be affected by differing parameters.
Depending on the running manner of bioreactors, differing parameters may strongly affect microbial community structure during adaptation to environmental changes (Turner et al. 1998; Wells et al. 2009).
Differing parameters for alternative substrates are denoted by superscripted parentheticals, so the kcat parameters for starch (Gn) and maltopentaose (G5) degradation by β-amylase are denoted by and, respectively.
Convergence rates of maximum likelihood estimates (MLEs) differ from parameter to parameter, which is not well explained in the literature.
For the best-fit model we re-ran the model four times with differing starting parameter values and found the results were unchanged.
A large set of LG channels with differing free parameters was created.
Influenza-positive and negative cases had several differing clinical parameters.
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