<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect <i>η</i> = <i>f</i><sub><i>m</i>,<i>K</i></sub> equal Cohen’s size <i>f</i><sub><i>m</i>,<i>K</i></sub>, which depends the group size <i>m</i> = <i>N</i>/<i>K</i> (small: <i>m</i> = 4, medium: <i>m</i> = 8, large: <i>m</i> = 32), and on the number of treatment groups <i>K</i> ∈ {3, 4, 6}. A red dot marks the mean type I error probability in each scenario. The red dashed line marks the 5% significance level. The axis range is (0, 0.25).</p
A randomization method for the assessment of statistical significance for best subsets regression is...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>KS</i> discr...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>R</i><sup>2<...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, sample size <i>N</i> = 12 and ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Calculations are based on <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>K</i> discri...
Randomized controlled trials are considered the gold standard for establishing the efficacy of a new...
<p>Monte Carlo simulation results, based on <i>K</i> = 10,000 repetitions, regarding the type I erro...
The probabilities of attaining varying magnitudes of standardized effect sizes by chance and when pr...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>R</i><sup>1<...
<p>(A) Distribution of the selection coefficients (<i>s</i>) of the 48 beneficial mutations for four...
<p>5% type-I error probability = red line, average type-I error probability (76%) over all studies =...
A randomization method for the assessment of statistical significance for best subsets regression is...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>KS</i> discr...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>R</i><sup>2<...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, sample size <i>N</i> = 12 and ...
<p>Each scenario is based on a sample of <i>r</i> = 10,000 sequences, assuming the selection effect ...
<p>Calculations are based on <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>K</i> discri...
Randomized controlled trials are considered the gold standard for establishing the efficacy of a new...
<p>Monte Carlo simulation results, based on <i>K</i> = 10,000 repetitions, regarding the type I erro...
The probabilities of attaining varying magnitudes of standardized effect sizes by chance and when pr...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>R</i><sup>1<...
<p>(A) Distribution of the selection coefficients (<i>s</i>) of the 48 beneficial mutations for four...
<p>5% type-I error probability = red line, average type-I error probability (76%) over all studies =...
A randomization method for the assessment of statistical significance for best subsets regression is...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>KS</i> discr...
<p>Probability of correct selection [%] for competing GE and IG distributions by the <i>R</i><sup>2<...