A: Number of true predictors that had a non-zero coefficient estimate (Oracle = 5). B: Number of false predictors that had a non-zero coefficient estimate (Oracle = 4,995). C: Prediction error for each modeling method and selection criteria.</p
<p>Average absolute prediction bias for the 10,000 data sets from each simulation setting and for ea...
<p>We trained the models with equal training sample sizes (<i>N</i><sub>1</sub> = <i>N</i><sub>2</su...
<p>Note: *** <i>p</i><0.001, ** <i>p</i><0.01. p-values are reported here, but should be interpreted...
A: α = 0.3; β = ±log(1.5). B: α = 0.3; β = ±log(1.75). C: α = 0.5; β = ±log(1.5). D: α = 0.5; β = ±l...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
A: α = 0.3; β = ±log(1.5). B: α = 0.3; β = ±log(1.75). C: α = 0.5; β = ±log(1.5). D: α = 0.5; β = ±l...
<p>Each panel compares the average error rate between CLAPPER and competing methods for a particular...
The table provides the empirical bias (averaged over days 1, 2, …, T and the 500 datasets), empirica...
<p>100 simulations were used to plot and evaluate the predictive performance of six variable selecti...
<p>Shown are different error rate estimates for an additional simulation study with two response cla...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>Results of the preliminary study: Root mean square errors of the correlation estimates using <i>m...
<p>Simulation Results: Parameter estimates resulting from simulation for the model with and without ...
<p>Average absolute prediction bias for the 10,000 data sets from each simulation setting and for ea...
<p>We trained the models with equal training sample sizes (<i>N</i><sub>1</sub> = <i>N</i><sub>2</su...
<p>Note: *** <i>p</i><0.001, ** <i>p</i><0.01. p-values are reported here, but should be interpreted...
A: α = 0.3; β = ±log(1.5). B: α = 0.3; β = ±log(1.75). C: α = 0.5; β = ±log(1.5). D: α = 0.5; β = ±l...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
<p>Results obtained in terms of average <i>Q</i><sup>2</sup> (across 500 replicates) for scenarios a...
A: α = 0.3; β = ±log(1.5). B: α = 0.3; β = ±log(1.75). C: α = 0.5; β = ±log(1.5). D: α = 0.5; β = ±l...
<p>Each panel compares the average error rate between CLAPPER and competing methods for a particular...
The table provides the empirical bias (averaged over days 1, 2, …, T and the 500 datasets), empirica...
<p>100 simulations were used to plot and evaluate the predictive performance of six variable selecti...
<p>Shown are different error rate estimates for an additional simulation study with two response cla...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>Results of the preliminary study: Root mean square errors of the correlation estimates using <i>m...
<p>Simulation Results: Parameter estimates resulting from simulation for the model with and without ...
<p>Average absolute prediction bias for the 10,000 data sets from each simulation setting and for ea...
<p>We trained the models with equal training sample sizes (<i>N</i><sub>1</sub> = <i>N</i><sub>2</su...
<p>Note: *** <i>p</i><0.001, ** <i>p</i><0.01. p-values are reported here, but should be interpreted...
DOI
Add to ORKG