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A re-sampling approach was used in place of maximum likelihood methods for fitting of distributions as the latter approach was deemed inappropriate for GC-TRFLP data.
Fitting of distributions was performed using linear regression in MATLAB.
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[23] used maximum-likelihood fitting of distribution tails to power-law distributions to show varying levels of statistical support for claims in the literature.
Sample size considerations for fitting of frequency distributions.
For pore protein distributions in that same direction, a third broad Gaussian function centered on the distribution was required for reasonable fitting of the distribution.
In Fig. 4, it is clear that the exponentiated Weibull is among the worst performing distribution except with respect to fitting of Gumbel distribution data and the four parameter Weibull has fairly comparable performance with GLD but performs less well for Gumbel data.
Here, the parameters for the generalized extreme value distribution are pre-calculated using maximum likelihood fitting of a distribution to the histogram of a large sample of random base pair similarity scores.
We use common failure distribution function on censored data for maximum likelihood method of parameter estimation to calculate A-D statistics to select fitting of better distribution function.
Conversely, the fitting of slip distribution for the deeper parts of the crust (i.e., approximately 5 to 10 km) is satisfactory.
Our estimates are an order of magnitude lower than the trans-terminator fluxes reported by Franz et al. (2010), who based their estimates on careful fitting of theoretical distribution functions to 7 particularly suitable orbits.
A length of tamarind xyloglucan chains was in a range from 178 nm up to 2 μm and the mean value from the fitting of normal distribution was 640 ± 360 nm (Fig. 4a).
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