<p>The results of the KS test are only valid in the case of the data presented in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0040289#pone-0040289-g004" target="_blank">Figure 4</a> (bottom two rows). The test procedure provided by Clauset et al <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0040289#pone.0040289-Clauset1" target="_blank">[2]</a> is not applicable on rank frequency distributions (nor on power laws with exponent 1). We fixate <i>x<sub>min</sub> = 1</i> if not stated otherwise.</p
To assess the goodness-of-fit of a sample to a continuous random distribution, the most popular appr...
<p>For 400 values of λ in the range between 0 and 4, we sample <i>N</i> = 10,000 events from Ω = {1,...
Mini Dissertation (MSc (Advanced Data Analytics))--University of Pretoria, 2023.The normality assump...
<p>Sources of libraries: upper block <a href="http://www.plosone.org/article/info:doi/10.1371/journa...
<p>Top: Potential regression model adjustment, -adjusted value show fit greater than in all three c...
<p>Same two examples in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.018601...
<p>For each degree distribution we give a p-value for the fit to the power-law model and likelihood ...
<p>Basic parameters of the data (total-, in- and out-degree distributions of the MSM, heterosexual, ...
1 Testing models against alternatives (a) what are the alternatives (b) how to establish gof likelih...
<p>P vs. E parameters with data fitted using equations from Platt et al. [<a href="http://www.ploson...
<p>While a p value of <0.1 was accepted as valid in this analysis, in fact as can be seen, the overw...
This short communication uses a simple experiment to show that fitting to a power law distribution b...
<p>The values for k<sub>1</sub> and k<sub>2</sub> are taken from <a href="http://www.plosone.org/art...
<p>*Plausible models at p > 0.10.</p><p><sup>a</sup>In some cases, the methods described above yield...
<p>The analysis shows that given the sample sizes and MLE model-parameter values, (a) the probabilit...
To assess the goodness-of-fit of a sample to a continuous random distribution, the most popular appr...
<p>For 400 values of λ in the range between 0 and 4, we sample <i>N</i> = 10,000 events from Ω = {1,...
Mini Dissertation (MSc (Advanced Data Analytics))--University of Pretoria, 2023.The normality assump...
<p>Sources of libraries: upper block <a href="http://www.plosone.org/article/info:doi/10.1371/journa...
<p>Top: Potential regression model adjustment, -adjusted value show fit greater than in all three c...
<p>Same two examples in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.018601...
<p>For each degree distribution we give a p-value for the fit to the power-law model and likelihood ...
<p>Basic parameters of the data (total-, in- and out-degree distributions of the MSM, heterosexual, ...
1 Testing models against alternatives (a) what are the alternatives (b) how to establish gof likelih...
<p>P vs. E parameters with data fitted using equations from Platt et al. [<a href="http://www.ploson...
<p>While a p value of <0.1 was accepted as valid in this analysis, in fact as can be seen, the overw...
This short communication uses a simple experiment to show that fitting to a power law distribution b...
<p>The values for k<sub>1</sub> and k<sub>2</sub> are taken from <a href="http://www.plosone.org/art...
<p>*Plausible models at p > 0.10.</p><p><sup>a</sup>In some cases, the methods described above yield...
<p>The analysis shows that given the sample sizes and MLE model-parameter values, (a) the probabilit...
To assess the goodness-of-fit of a sample to a continuous random distribution, the most popular appr...
<p>For 400 values of λ in the range between 0 and 4, we sample <i>N</i> = 10,000 events from Ω = {1,...
Mini Dissertation (MSc (Advanced Data Analytics))--University of Pretoria, 2023.The normality assump...