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However, our results suggest that a model fitted based on movement data from a single year may not be representative for the overall dispersal rates due to temporal variation in dispersal.
Both parameters are determined with the CIGALE code which does not only give the best model fitted (based on a χ2 minimization over all the models) but also calculates the probability of each input model and returns the probability distribution function (PDF) of each parameter.
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Figure 6 shows the Renkin-Crone model fits based on three-parameter kinetic model fits using scaled IDIFs; Table 3 gives corresponding parameter estimates.
Wake model fits based on short time intervals of length 15sec ≤ T ≤ 10 min within three months of data reveal a strong wake flow variability, resulting in rather broad distributions for the wake expansion parameter.
This obviously shows the need for grid model fitting based on datasets MAM1 and MAM2 when they are not allowed to be pooled.
As a comparison of the effect on goodness of fit, QQ plots from models fit based on standard Poisson and NB assumptions are provided.
In ridge.dom, an analogous model is fitted based on the additive plus dominance model of Equation 2, MCMC-based approaches (DF.MCMC and DF.MCMC.pseudo) were implemented in R (R Development Core Team 2011), JAGS (Plummer 2003), and rjags (Plummer 2014).
The model was fitted based on projections over pairs of consecutive measurements.
The model is fitted based on asymptotic matching technique and validated by using a wide range of aspect ratios (channel width/flow depth) from 0.155 to 15.
For each sample of the bootstrap, the logistic model was fitted based on significant variables in the derivative phase, and prediction scores based on ORs and parameters (i.e. predicted probability and the C statistic) were estimated.
One field plot at a time was excluded from the dataset, and the model was fitted based on n-1 plots to predict the AGB of the left out plot.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com