Last updated: 2018-02-22

Code version: e94c1d3

\(\sigma_\beta = 2.5\), 4 Gaussian derivatives

FDR, pFDR Calibration at each sparsity level

FDR, pFDR, Power at Nominal FDR = 0.1

FDR, Power at each sparsity level at Nominal FDR = 0.1

FDR, Power at each sparsity level at Nominal FDR = 0.1, separated by dispersion

Many different \(\sigma_\beta\) and Gaussian deviatives

sigma.beta = 1 ; GD = 6 ; Constraints on w: TRUE

Simulated noise

sigma.beta = 1 ; GD = 6 ; Constraints on w: TRUE

sigma.beta = 2 ; GD = 6 ; Constraints on w: TRUE

sigma.beta = 3 ; GD = 6 ; Constraints on w: TRUE

sigma.beta = 4 ; GD = 6 ; Constraints on w: TRUE

sigma.beta = 5 ; GD = 6 ; Constraints on w: TRUE

Session information

sessionInfo()
R version 3.4.3 (2017-11-30)
Platform: x86_64-apple-darwin15.6.0 (64-bit)
Running under: macOS High Sierra 10.13.3

Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRlapack.dylib

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages:
[1] grid      stats     graphics  grDevices utils     datasets  methods  
[8] base     

other attached packages:
 [1] gridExtra_2.3     ggplot2_2.2.1     reshape2_1.4.3   
 [4] ashr_2.2-2        Rmosek_8.0.69     PolynomF_1.0-1   
 [7] CVXR_0.94-4       REBayes_1.2       Matrix_1.2-12    
[10] SQUAREM_2017.10-1 EQL_1.0-0         ttutils_1.0-1    

loaded via a namespace (and not attached):
 [1] gmp_0.5-13.1      Rcpp_0.12.14      pillar_1.0.1     
 [4] plyr_1.8.4        compiler_3.4.3    git2r_0.21.0     
 [7] R.methodsS3_1.7.1 R.utils_2.6.0     iterators_1.0.9  
[10] tools_3.4.3       digest_0.6.14     bit_1.1-12       
[13] tibble_1.4.1      gtable_0.2.0      evaluate_0.10.1  
[16] lattice_0.20-35   rlang_0.1.6       foreach_1.4.4    
[19] yaml_2.1.16       parallel_3.4.3    Rmpfr_0.6-1      
[22] ECOSolveR_0.3-2   stringr_1.2.0     knitr_1.19       
[25] rprojroot_1.3-2   bit64_0.9-7       R6_2.2.2         
[28] rmarkdown_1.8     magrittr_1.5      scales_0.5.0     
[31] MASS_7.3-47       backports_1.1.2   codetools_0.2-15 
[34] htmltools_0.3.6   scs_1.1-1         colorspace_1.3-2 
[37] labeling_0.3      stringi_1.1.6     lazyeval_0.2.1   
[40] munsell_0.4.3     doParallel_1.0.11 pscl_1.5.2       
[43] truncnorm_1.0-7   R.oo_1.21.0

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