<p><i>A</i> can be thought of as the magnitude of differential abundance for truly differentially abundant features, and <i>ρ</i> is the true correlation within blocks of dependent tests. The blue solid circles represent the case of 120 dependent tests (out of 2000 total), whereas the red solid triangles are for the case of 360 dependent tests. Parentheses indicate ± 2 SEM.</p
<p>The blue dashed line and green solid lines represents the null and mixture density, respectively....
*<p>FDR is based on was calculated based on 100 permutations where random sets of genes of same size...
<p>Differentially abundancy were calculated by using Metastats (using a FDR correction, p<0.01).</p
<p><i>A</i> can be thought of as the magnitude of differential abundance for truly differentially ab...
<p>The figures show SCREEN’s estimations vs. real fdr values for different <i>k</i> values. The numb...
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
<p>The dashed lines correspond to the BH method at nominal FDR of 0.05. The number of hypotheses is ...
Different percentages (P) of simulated DA features are on rows, while different sample size (SS) val...
<p>The numbers of the significant SNP-phenotype associations at various levels of false discovery ra...
<p>Statistical power and false discovery rate (FDR) for several expression strata.</p
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
A: upper triangle: heatmap of direct effect genetic covariance (i.e., ρα); lower triangle: heatmap o...
<p>In each panel, for each <i>q</i>-value threshold, observed empirical FDRs are computed (by ClanOv...
<p>Power (A) of each QTL was calculated as the proportion of runs where the QTL was identified in a ...
<p>FDR analysis was performed on the features identified in the BAL fluid of 10 alcoholic subjects a...
<p>The blue dashed line and green solid lines represents the null and mixture density, respectively....
*<p>FDR is based on was calculated based on 100 permutations where random sets of genes of same size...
<p>Differentially abundancy were calculated by using Metastats (using a FDR correction, p<0.01).</p
<p><i>A</i> can be thought of as the magnitude of differential abundance for truly differentially ab...
<p>The figures show SCREEN’s estimations vs. real fdr values for different <i>k</i> values. The numb...
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
<p>The dashed lines correspond to the BH method at nominal FDR of 0.05. The number of hypotheses is ...
Different percentages (P) of simulated DA features are on rows, while different sample size (SS) val...
<p>The numbers of the significant SNP-phenotype associations at various levels of false discovery ra...
<p>Statistical power and false discovery rate (FDR) for several expression strata.</p
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
A: upper triangle: heatmap of direct effect genetic covariance (i.e., ρα); lower triangle: heatmap o...
<p>In each panel, for each <i>q</i>-value threshold, observed empirical FDRs are computed (by ClanOv...
<p>Power (A) of each QTL was calculated as the proportion of runs where the QTL was identified in a ...
<p>FDR analysis was performed on the features identified in the BAL fluid of 10 alcoholic subjects a...
<p>The blue dashed line and green solid lines represents the null and mixture density, respectively....
*<p>FDR is based on was calculated based on 100 permutations where random sets of genes of same size...
<p>Differentially abundancy were calculated by using Metastats (using a FDR correction, p<0.01).</p