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BoomSpikeSlab (version 0.5.3)
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
0.5.3
License
LGPL-2.1 | file LICENSE
Maintainer
Steven Scott
Last Published
March 15th, 2016
Functions in BoomSpikeSlab (0.5.3)
Search functions
independent.student.spike.slab.prior
Spike and Slab Prior for Regressions with Student T Errors
spike.slab.glm.prior
Zellner Prior for Glm's
plot.logit.spike.residuals
Residual plot for
logit.spike
objects.
model.matrix
GetPredictorMatrix
logit.spike
Spike and slab logistic regression
mlm.spike.slab.prior
Create a spike and slab prior for use with mlm.spike.
plot.lm.spike
Plot the results of a spike and slab regression.
print.summary.lm.spike
Print method for spikeslab objects.
lm.spike
Spike and slab regression
predict.lm.spike
Predictions using spike-and-slab regression.
summary.logit.spike
Numerical summaries of the results from a spike and slab logistic regression.
summary.lm.spike
Numerical summaries of the results from a spike and slab regression.
logit.zellner.prior
Zellner Prior for Logistic Regression
spike.slab.prior.base
Base class for spike and slab priors
PlotModelSize
Plot a distribution of model size
plot.marginal.inclusion.probabilities
Plot marginal inclusion probabilities.
plot.logit.spike
Plot a
logit.spike
object
plot.poisson.spike
Plot a
poisson.spike
object
independent.spike.slab.prior
A spike and slab prior assuming a priori independence.
student.spike.slab.prior
Spike and Slab Prior for Student-T Regression
SummarizeSpikeSlabCoefficients
Numerical summaries of coefficients from a spike and slab regression.
mlm.spike
Spike and slab multinomial logistic regression
make.spike.slab.prior
Create a spike and slab prior for use with lm.spike.
poisson.spike
Spike and slab Poisson regression
poisson.zellner.prior
Zellner Prior for Poisson Regression
plot.logit.spike.fit.summary
Fit summary for logit.spike models