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Below 5 keV, there is a soft excess which we fit with a blackbody of kTBB∼ 0.67 keV.
An application in which we fit a bilinear model to wind speed data taken from actual measurements is included.
The only parameter left in the model is the relative width σ̂, which we fit by using a least-squares method over a smoothed version of the empirical rank diversity.
We present and analyze data from a study of black bears in southwest NY, USA to which we fit a variety of models that highlight the differences between models including only SCR data or models that include both SCR and RSF data.
Thus, we decided to apply a two-dimensional polynomial on the adjusted communication density,, and the transmission power,, which we fit to the dataset using the Levenberg-Marquardt (for the curve fitting process we utilized the open source software Gnu Regression, Econometric, and Time-series Library (GRETL) version 1.7.1).
Most of these parameter values were fixed from previous experiments (Supplementary file 1) except for kr, kb, Kr, Kb and ap, which we fit to data.
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Then, in order to validate our model we used a cross-validation strategy in which we fitted the model using only part of the target flows Y (training set) and then we tested its performance using the remaining flows (test set).
The statistical model in which we fitted SNP genotypes across all breeds had the advantage of identifying mutations segregating in all the breeds and in the same linkage phase to the associated SNPs.
Subsequently the logistic regression was carried out using SigmaPlot 8.0 software (Systat Software Inc., San Jose, CA) in which we fitted a 4-parameter near-sigmoid curve shown (Figure 1D and 1E) by equation (1) for the two normalized DNA content series together by estimating the parameters using least squares method.
To explore broad patterns, we constructed a general linear model of expression level, in which we fitted feather and morph as predictor variables together with their interaction.
The only free parameter is the timescale of contractility decrease (over a time of 15 min), which we fitted through ring position shifting, keeping all other parameters constant.
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CEO of Professional Science Editing for Scientists @ prosciediting.com