mashr
Last updated: 2020-12-22
Checks: 2 0
Knit directory: mash_application/analysis/
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html | 4a9f005 | zouyuxin | 2019-01-23 | Build site. |
Rmd | 7ab48b2 | zouyuxin | 2019-01-23 | wflow_publish(“analysis/EstimateCorIndex.Rmd”) |
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Using optim
function to estimate cor: Estimate cor optim (Discarded)
Using EM to estimate cor (\(\rho\)): (Discarded)
Using EM to estimate cor (\(V\)): Estimate cor EM V
The examples above are in \(\mathcal{R}^{2}\). Here are more simulations to compare different methods for \(R > 2\) : Estimate cor in mash (Discarded)
Fewer iteration: Estimate cor EM V fewer iteration (niter = 3)
Shorter Ulist: Estimate cor EM V shorter Ulist
Smaller samples: Estimate cor EM V subset data
Problem: mV problem
MLE using reparametrization: MLE compare
Null Correlation Heterogeneity: Cor Heterogeneity
Null Correlation Heterogeneity R = 50: Cor Heterogeneity R = 50
Null Correlation Heterogeneity DSC: Cor Heterogeneity DSC
Null Correlation Heterogeneity (with signals) DSC: Cor Heterogeneity Signals DSC