Mixture Nested Effects Models


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Documentation for package ‘mnem’ version 1.16.0

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app Processed scRNAseq from pooled CRISPR screens
bootstrap Bootstrap.
clustNEM Cluster NEM.
createApp Creating app data.
fitacc Simulation accuracy.
fuzzyindex Calculate fuzzy ground truth.
getAffinity Calculate responsibilities.
getIC Calculate negative penalized log likelihood.
hamSim Accuracy for two phis.
mnem Mixture NEMs - main function.
mnemh Hierarchical mixture.
mnemk Learn the number of components K and optimize the mixture.
moreboxplot Boxplot with scatter and density options
nem Implementation of the original NEM
plot.bootmnem Plot bootstrap mnem result.
plot.mnem Plot mnem result.
plot.mnem_mcmc Plot mnem_mcmc result.
plot.mnem_sim Plot simulated mixture.
plotConvergence Plot convergence of EM
plotConvergence.mnem Plot convergence of EM
plotDnf Plot disjunctive normal form.
scoreAdj Network score
simData Simulate data.
transitive.closure Transitive closure of a directed acyclic graph (dag)
transitive.reduction Transitive reduction