- Average ˆsi simulated from real data
- Correlated noise cases
- g=0.5δ0+0.5N(0,(2σn)2)
- g=0.6δ0+0.3N(0,σ2n)+0.1N(0,(2σn)2)
- g=0.9δ0+0.1N(0,σ2n)
- Independent noise cases
- g=0.5δ0+0.5N(0,(2σn)2)
- g=0.6δ0+0.3N(0,σ2n)+0.1N(0,(2σn)2)
- g=0.9δ0+0.1N(0,1)
- Session information
CASH on Deconvolution
Lei Sun
2017-11-28
Last updated: 2017-12-21
Code version: 6e42447
Average ˆsi simulated from real data
σ2n:=¯ˆs2i .
We’ll take σn=0.5 in the simulations.
Correlated noise cases
g=0.5δ0+0.5N(0,(2σn)2)
g=0.6δ0+0.3N(0,σ2n)+0.1N(0,(2σn)2)
g=0.9δ0+0.1N(0,σ2n)
Independent noise cases
g=0.5δ0+0.5N(0,(2σn)2)
g=0.6δ0+0.3N(0,σ2n)+0.1N(0,(2σn)2)
g=0.9δ0+0.1N(0,1)
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 10.13.2
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] stats graphics grDevices utils datasets methods base
other attached packages:
[1] edgeR_3.20.2 limma_3.34.4 ashr_2.2-2
[4] Rmosek_8.0.69 PolynomF_1.0-1 CVXR_0.94-4
[7] REBayes_1.2 Matrix_1.2-12 SQUAREM_2017.10-1
[10] 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 compiler_3.4.3
[4] git2r_0.20.0 R.methodsS3_1.7.1 R.utils_2.6.0
[7] iterators_1.0.9 tools_3.4.3 digest_0.6.13
[10] bit_1.1-12 evaluate_0.10.1 lattice_0.20-35
[13] foreach_1.4.4 yaml_2.1.16 parallel_3.4.3
[16] Rmpfr_0.6-1 ECOSolveR_0.3-2 stringr_1.2.0
[19] knitr_1.17 locfit_1.5-9.1 rprojroot_1.3-1
[22] bit64_0.9-7 grid_3.4.3 R6_2.2.2
[25] rmarkdown_1.8 magrittr_1.5 MASS_7.3-47
[28] backports_1.1.2 codetools_0.2-15 htmltools_0.3.6
[31] scs_1.1-1 stringi_1.1.6 doParallel_1.0.11
[34] pscl_1.5.2 truncnorm_1.0-7 R.oo_1.21.0 This R Markdown site was created with workflowr