A function to compute MSE b/w observed and reconstructed data matrices for each replicate for each pair of (corThr, matchThr).
1 | MSE.Grids(Ymtx, comps, match.res, corGrids, matchGrids)
|
Ymtx |
The set of observed data as an NxD matrix. |
comps |
A list of GFA replicates with posterior medians. |
match.res |
No description. |
corGrids |
is a vector of cor thresholds to be tested. Cor threshold defines how close two components are required to be, in terms of correlation, in order to match them. |
matchGrids |
is a vector of match thresholds to be tested. Match threshold describes the proportion of sampling chains that need to contain a component in order to include it in the robust components. |
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