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BoomSpikeSlab (version 0.4.1)
MCMC for spike and slab regression
Description
Spike and slab regression a la McCulloch and George (1997).
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Install
install.packages('BoomSpikeSlab')
Monthly Downloads
10,739
Version
0.4.1
License
LGPL-2.1 | file LICENSE
Maintainer
Steven Scott
Last Published
June 24th, 2014
Functions in BoomSpikeSlab (0.4.1)
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summary.lm.spike
Numerical summaries of the results from a spike and slab regression.
logit.spike
Spike and slab logistic regression
summary.logit.spike
Numerical summaries of the results from a spike and slab logistic regression.
lm.spike
Spike and slab regression
SummarizeSpikeSlabCoefficients
Numerical summaries of coefficients from a spike and slab regression.
mlm.spike
Spike and slab multinomial logistic regression
PlotModelSize
Plot a distribution of model size
plot.lm.spike
Plotting the results of a spike and slab regression
independent.spike.slab.prior
A spike and slab prior assuming a priori independence.
make.spike.slab.prior
Create a spike and slab prior for use with lm.spike.
predict.lm.spike
Predictions using spike-and-slab regression.
mlm.spike.slab.prior
Create a spike and slab prior for use with mlm.spike.
print.summary.lm.spike
Print method for spikeslab objects.
spike.slab.prior.base
Base class for spike and slab priors