<p>Result of the regression analysis. Posterior distribution for the different regression coefficients: <i>β</i><sub>0</sub> (global effect), <i>β</i><sub><i>N</i></sub> (dataset size <i>N</i>), <i>β</i><sub>algo</sub> (algorithm), <i>β</i><sub><i>D</i></sub> (number of variables <i>D</i>), <i>β</i><sub>distr</sub> (type of distribution), and <i>β</i><sub><i>D</i>, <i>C</i></sub> (number of clusters) [see <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0137278#pone.0137278.e071" target="_blank">Eq (24)</a>].</p
The left column shows the results of the logistic model fit on choice data, while the right column s...
Table A in S1 File. Spearman correlation coefficients from body fat (C3) (upper triangular panel) wi...
In meta-analysis, primary studies often include multiple, dependent effect sizes. Several methods ad...
Binary outcome data with small clusters often arise in medical studies and the size of clusters migh...
(a), (b) and (c): Plots of the genotype error (eZ), proportion error (eW) and error of success proba...
<p>Theoretical distributions are used to draw the true treatment effects and success rates in the co...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
<p>The figure shows the results for varying values of the autocorrelation parameter (<i>α</i>) where...
The table provides the posterior mean estimate, empirical bias, MSE, standard deviation, and coverag...
<p>The plots show the simulation results as medians over six different simulation runs. Blue lines s...
OBJECTIVES: This study aims to investigate the influence of the amount of clustering [intraclass cor...
Both fixed and random effects models have been used to simulate the meta-analyses. The fixed effects...
In practice, simulation analysts often change only one factor at a time, and use graphical analysis ...
<p>The probability of obtaining each conclusion by Bayesian testing scheme (JZS-BF with fixed sample...
<p>Simulation study 2: Mean number of pathways and SNPs selected by each model at each effect size, ...
The left column shows the results of the logistic model fit on choice data, while the right column s...
Table A in S1 File. Spearman correlation coefficients from body fat (C3) (upper triangular panel) wi...
In meta-analysis, primary studies often include multiple, dependent effect sizes. Several methods ad...
Binary outcome data with small clusters often arise in medical studies and the size of clusters migh...
(a), (b) and (c): Plots of the genotype error (eZ), proportion error (eW) and error of success proba...
<p>Theoretical distributions are used to draw the true treatment effects and success rates in the co...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
<p>The figure shows the results for varying values of the autocorrelation parameter (<i>α</i>) where...
The table provides the posterior mean estimate, empirical bias, MSE, standard deviation, and coverag...
<p>The plots show the simulation results as medians over six different simulation runs. Blue lines s...
OBJECTIVES: This study aims to investigate the influence of the amount of clustering [intraclass cor...
Both fixed and random effects models have been used to simulate the meta-analyses. The fixed effects...
In practice, simulation analysts often change only one factor at a time, and use graphical analysis ...
<p>The probability of obtaining each conclusion by Bayesian testing scheme (JZS-BF with fixed sample...
<p>Simulation study 2: Mean number of pathways and SNPs selected by each model at each effect size, ...
The left column shows the results of the logistic model fit on choice data, while the right column s...
Table A in S1 File. Spearman correlation coefficients from body fat (C3) (upper triangular panel) wi...
In meta-analysis, primary studies often include multiple, dependent effect sizes. Several methods ad...