index.Rmd

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title: "Home"
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This website includes analyses to assess the performance of *mr.mash*.

Results for meeting on 03/30/2020.

+ [Assessment of prediction accuracy.](results_accuracy.html)
+ [Assessment of convergence.](results_convergence.html)

Results for meeting on 04/16/2020. Assessment of prediction accuracy and run time of *mr.mash* with different options in the following simulation scenarios:

+ [Independent predictors, shared effects, lowly correlated residuals.](results_indepX_lowcorrV_sharedB_OLD.html)
+ [Independent predictors, independent effects, lowly correlated residuals.](results_indepX_lowcorrV_indepB_OLD.html)
+ [Correlated predictors, shared effects, lowly correlated residuals.](results_corrX_lowcorrV_sharedB_OLD.html)
+ [Correlated predictors, independent effects, lowly correlated residuals.](results_corrX_lowcorrV_indepB_OLD.html)

Results for meeting on 04/30/2020. Assessment of prediction accuracy and run time of *mr.mash* with different options in the following simulation scenarios:

+ [Independent predictors, shared effects, lowly correlated residuals.](results_indepX_lowcorrV_sharedB.html)
+ [Independent predictors, independent effects, lowly correlated residuals.](results_indepX_lowcorrV_indepB.html)
+ [Correlated predictors, shared effects, lowly correlated residuals.](results_corrX_lowcorrV_sharedB.html)
+ [Correlated predictors, independent effects, lowly correlated residuals.](results_corrX_lowcorrV_indepB.html)
+ [Highly correlated predictors, shared effects, lowly correlated residuals.](results_highcorrX_lowcorrV_sharedB.html)
+ [Highly correlated predictors, independent effects, lowly correlated residuals.](results_highcorrX_lowcorrV_indepB.html)

Results for meeting on 05/27/2020. Assessment of prediction accuracy and run time of *mr.mash* with different options against the multivariate versions of LASSO, Elastic Net, and Ridge regression in the following simulation scenarios:

+ [Independent predictors, shared effects, lowly correlated residuals.](results_indepX_lowcorrV_sharedB_05_18_20.html)
+ [Independent predictors, independent effects, lowly correlated residuals.](results_indepX_lowcorrV_indepB_05_18_20.html)
+ [Correlated predictors, shared effects, lowly correlated residuals.](results_corrX_lowcorrV_sharedB_05_18_20.html)
+ [Correlated predictors, independent effects, lowly correlated residuals.](results_corrX_lowcorrV_indepB_05_18_20.html)
+ [Highly correlated predictors, shared effects, lowly correlated residuals.](results_highcorrX_lowcorrV_sharedB_05_18_20.html)
+ [Highly correlated predictors, independent effects, lowly correlated residuals.](results_highcorrX_lowcorrV_indepB_05_18_20.html)