MCMC for spike and slab regression


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Documentation for package ‘BoomSpikeSlab’ version 0.4.1

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IndependentSpikeSlabPrior A spike and slab prior assuming a priori independence.
lm.spike Spike and slab regression
logit.spike Spike and slab logistic regression
mlm.spike Spike and slab multinomial logistic regression
MultinomialLogitSpikeSlabPrior Create a spike and slab prior for use with mlm.spike.
plot.lm.spike Plotting the results of a spike and slab regression
PlotModelSize Plot a distribution of model size
predict.lm.spike Predictions using spike-and-slab regression.
predict.logit.spike Predictions using spike-and-slab regression.
print.summary.lm.spike Print method for spikeslab objects.
print.summary.logit.spike Print method for spikeslab objects.
spikeslab Spike and slab regression
SpikeSlabPrior Create a spike and slab prior for use with lm.spike.
SpikeSlabPriorBase Base class for spike and slab priors
SummarizeSpikeSlabCoefficients Numerical summaries of coefficients from a spike and slab regression.
summary.lm.spike Numerical summaries of the results from a spike and slab regression.
summary.logit.spike Numerical summaries of the results from a spike and slab logistic regression.