scholarly journals Controlling false discovery proportion in identification of drug‐related adverse events from multiple system organ classes

2019 ◽  
Vol 38 (22) ◽  
pp. 4378-4389 ◽  
Author(s):  
Xianming Tan ◽  
Guanghan F. Liu ◽  
Donglin Zeng ◽  
William Wang ◽  
Guoqing Diao ◽  
...  
Keyword(s):  
Adverse Events ◽  
False Discovery ◽  
False Discovery Proportion ◽  
Multiple System Organ ◽  
System Organ

scholarly journals A Tight Prediction Interval for False Discovery Proportion under Dependence

2012 ◽  
Vol 02 (02) ◽  
pp. 163-171 ◽  
Author(s):  
Shulian Shang ◽  
Mengling Liu ◽  
Yongzhao Shao
Keyword(s):  
Prediction Interval ◽  
False Discovery ◽  
False Discovery Proportion

scholarly journals A note on control of the false discovery proportion

2009 ◽  
Vol 36 (4) ◽  
pp. 397-418
Author(s):  
Marcin Dudziński ◽  
Konrad Furmańczyk
Keyword(s):  
False Discovery ◽  
False Discovery Proportion

scholarly journals A pseudo knockoff filter for correlated features

2018 ◽  
Vol 8 (2) ◽  
pp. 313-341
Author(s):  
Jiajie Chen ◽  
Anthony Hou ◽  
Thomas Y Hou
Keyword(s):  
Variable Selection ◽  
False Discovery Rate ◽  
Numerical Experiments ◽  
Selection Procedure ◽  
Numerical Examples ◽  
False Discovery ◽  
Variable Selection Procedure ◽  
Partial Analysis ◽  
False Discovery Proportion

Abstract In Barber & Candès (2015, Ann. Statist., 43, 2055–2085), the authors introduced a new variable selection procedure called the knockoff filter to control the false discovery rate (FDR) and proved that this method achieves exact FDR control. Inspired by the work by Barber & Candès (2015, Ann. Statist., 43, 2055–2085), we propose a pseudo knockoff filter that inherits some advantages of the original knockoff filter and has more flexibility in constructing its knockoff matrix. Moreover, we perform a number of numerical experiments that seem to suggest that the pseudo knockoff filter with the half Lasso statistic has FDR control and offers more power than the original knockoff filter with the Lasso Path or the half Lasso statistic for the numerical examples that we consider in this paper. Although we cannot establish rigourous FDR control for the pseudo knockoff filter, we provide some partial analysis of the pseudo knockoff filter with the half Lasso statistic and establish a uniform false discovery proportion bound and an expectation inequality.

Multiple system organ failure in acute respiratory failure

1991 ◽  
Vol 6 (2) ◽  
pp. 75-80 ◽  
Author(s):  
Jesus Villar ◽  
Juan J. Manzano ◽  
Miguel A. Blazquez ◽  
Jose Quintana ◽  
Santiago Lubillo
Keyword(s):  
Respiratory Failure ◽  
Acute Respiratory Failure ◽  
Organ Failure ◽  
Multiple System Organ Failure ◽  
Multiple System Organ ◽  
System Organ
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