wjiang94/ABSLOPE
High-dimensional Model Selection with Missing Values

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Files in wjiang94/ABSLOPE
High-dimensional Model Selection with Missing Values

.DS_Store
.Rbuildignore
.gitignore
ABSLOPE.Rproj
ABSLOPE/.DS_Store
ABSLOPE/ABSLOPE/.DS_Store
ABSLOPE/ABSLOPE/ABSLOPE.R ABSLOPE/ABSLOPE/NClasso.R
ABSLOPE/ABSLOPE/SLOBE_cpp_missing.cpp
ABSLOPE/ABSLOPE/baseline_SLOBC.R ABSLOPE/ABSLOPE/fct_others.R ABSLOPE/ABSLOPE/miss.SLOB.R ABSLOPE/ABSLOPE/other_methods_baseline.R ABSLOPE/ABSLOPE/plot_line.R ABSLOPE/ABSLOPE/plot_tile.R ABSLOPE/OnlineSupp/OnlineSupp.pdf
ABSLOPE/RData/.DS_Store
ABSLOPE/RData/ABSLOPE100/.DS_Store
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.1.10.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.1.15.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.1.20.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.1.5.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.2.10.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.2.15.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.2.20.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.2.5.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.3.10.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.3.15.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.3.20.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.3.5.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.4.10.Rdata
ABSLOPE/RData/ABSLOPE100/ABSLOPE.10.0.4.15.Rdata
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ABSLOPE/RData/ABSLOPE100/ABSLOPE.30.9.4.5.Rdata
ABSLOPE/RData/ABSLOPE100/results.Rda
ABSLOPE/RData/SLOBC500/SLOBC.10.0.1.10.Rdata
ABSLOPE/RData/SLOBC500/SLOBC.10.0.1.100.Rdata
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ABSLOPE/RData/mcar500/miss.SLOB.mcar.20.0.1.20.Rdata
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ABSLOPE/RData/mcar500/miss.SLOB.mcar.20.0.2.20.Rdata
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ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.1.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.1.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.2.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.2.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.2.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.2.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.3.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.3.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.3.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.3.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.4.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.4.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.4.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.0.4.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.1.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.1.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.1.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.1.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.2.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.2.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.2.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.2.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.3.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.3.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.3.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.3.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.4.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.4.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.4.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.10.5.4.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.1.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.1.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.1.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.1.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.2.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.2.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.2.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.2.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.3.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.3.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.3.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.3.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.4.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.4.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.4.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.0.4.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.1.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.1.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.1.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.1.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.2.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.2.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.2.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.2.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.3.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.3.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.3.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.3.40.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.4.10.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.4.20.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.4.30.Rdata
ABSLOPE/RData/mcar500/ncLASSO.mcar.oracle.10.5.4.40.Rdata
ABSLOPE/RData/mcar500/oth.res.mcar.Rdata
ABSLOPE/RData/mcar500/results.Rda
ABSLOPE/RData/mcar500/results2.Rda
ABSLOPE/RData/time_compare/.DS_Store
ABSLOPE/RData/time_compare/res_time.RData
ABSLOPE/RData/time_compare/res_time_500.RData
ABSLOPE/RData/time_compare/res_time_ABSLOPE.RData
ABSLOPE/README.md
ABSLOPE/experiment_results/.DS_Store
ABSLOPE/experiment_results/ABSLOPE100/.DS_Store
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr0/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr5/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_corr9/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_pmiss10_signallevel3/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr0/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr5/e_pred_error.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/a_Power.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/a_Power.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/b_FDR.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/b_FDR.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/c_bias_beta.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/c_bias_beta.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/d_bias_sigma.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/d_bias_sigma.png
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/e_pred_error.pdf
ABSLOPE/experiment_results/ABSLOPE100/ABSLOPE_signallevel3_corr9/e_pred_error.png
ABSLOPE/experiment_results/SLOBC500/.DS_Store
ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_corr0/a_Power.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_corr0/b_FDR.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_corr0/c_bias_beta.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_corr0/d_bias_sigma.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_corr0/e_pred_error.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_signallevel3/a_Power.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_signallevel3/b_FDR.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_signallevel3/c_bias_beta.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_signallevel3/d_bias_sigma.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_pmiss10_signallevel3/e_pred_error.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_signallevel3_corr5/a_Power.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_signallevel3_corr5/b_FDR.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_signallevel3_corr5/c_bias_beta.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_signallevel3_corr5/d_bias_sigma.pdf ABSLOPE/experiment_results/SLOBC500/ABSLOPE_signallevel3_corr5/e_pred_error.pdf
ABSLOPE/experiment_results/convergence_beta.png
ABSLOPE/experiment_results/mcar500/.DS_Store
ABSLOPE/experiment_results/mcar500/pmiss10_corr0/a_Power.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr0/b_FDR.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr0/c_bias_beta.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr0/d_bias_sigma.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr0/e_pred_error.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr5/a_Power.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr5/b_FDR.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr5/c_bias_beta.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr5/d_bias_sigma.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr5/e_pred_error.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr9/a_Power.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr9/b_FDR.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr9/c_bias_beta.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr9/d_bias_sigma.pdf ABSLOPE/experiment_results/mcar500/pmiss10_corr9/e_pred_error.pdf
ABSLOPE/experiment_results/prior_compare.png
ABSLOPE/experiment_results/prior_compare0.png
ABSLOPE/main_ABSLOPE_100.R ABSLOPE/main_SLOBC_500.R ABSLOPE/main_compare.R ABSLOPE/main_convergence.R ABSLOPE/main_prior_beta.R ABSLOPE/main_time.R
DESCRIPTION
NAMESPACE
R/.DS_Store
R/ABSLOPE.R R/SLOBE.R R/zzz.R README.md data-raw/usethis_history.R man/ABSLOPE.Rd man/SLOBE.Rd man/create_lambda_bhq.Rd man/data.generation.Rd man/slope_admm.Rd
wjiang94/ABSLOPE documentation built on May 27, 2020, 11:45 a.m.

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