RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.2.6) of this package.
Take me there.
BoomSpikeSlab (version 0.5.2)
MCMC for Spike and Slab Regression
Description
Spike and slab regression a la McCulloch and George (1997).
Copy Link
Copy
Link to current version
Version
Version
1.2.6
1.2.5
1.2.4
1.2.3
1.2.2
1.2.1
1.1.1
1.1.0
1.0.0
0.9.0
0.8.0
0.7.0
0.6.0
0.5.3
0.5.2
0.5.1
0.4.1
Down Chevron
Install
install.packages('BoomSpikeSlab')
Monthly Downloads
10,739
Version
0.5.2
License
LGPL-2.1 | file LICENSE
Maintainer
Steven Scott
Last Published
December 4th, 2014
Functions in BoomSpikeSlab (0.5.2)
Search functions
mlm.spike.slab.prior
Create a spike and slab prior for use with mlm.spike.
predict.lm.spike
Predictions using spike-and-slab regression.
print.summary.lm.spike
Print method for spikeslab objects.
PlotModelSize
Plot a distribution of model size
independent.spike.slab.prior
A spike and slab prior assuming a priori independence.
plot.logit.spike
Plot a
logit.spike
object.
spike.slab.prior.base
Base class for spike and slab priors
make.spike.slab.prior
Create a spike and slab prior for use with lm.spike.
poisson.spike
Spike and slab Poisson regression
summary.lm.spike
Numerical summaries of the results from a spike and slab regression.
logit.spike
Spike and slab logistic regression
lm.spike
Spike and slab regression
plot.logit.spike.fit.summary
Fit summary for logit.spike models
plot.logit.spike.residuals
Residual plot for
logit.spike
objects.
plot.lm.spike
Plot the results of a spike and slab regression.
plot.marginal.inclusion.probabilities
Plot marginal inclusion probabilities.
summary.logit.spike
Numerical summaries of the results from a spike and slab logistic regression.
mlm.spike
Spike and slab multinomial logistic regression
SummarizeSpikeSlabCoefficients
Numerical summaries of coefficients from a spike and slab regression.