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BoomSpikeSlab (version 0.6.0)
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
0.6.0
License
LGPL-2.1 | file LICENSE
Maintainer
Steven Scott
Last Published
May 21st, 2016
Functions in BoomSpikeSlab (0.6.0)
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logit.zellner.prior
Zellner Prior for Logistic Regression
plot.logit.spike.residuals
Residual plot for
logit.spike
objects.
residuals.lm.spike
Extract lm.spike Residuals
plot.marginal.inclusion.probabilities
Plot marginal inclusion probabilities.
PlotModelSize
Plot a distribution of model size
spike.slab.prior.base
Base class for spike and slab priors
independent.spike.slab.prior
A spike and slab prior assuming a priori independence.
plot.coefficients
Plot Coefficients.
logit.spike
Spike and slab logistic regression
lm.spike
Spike and slab regression
print.summary.lm.spike
Print method for spikeslab objects.
model.matrix.glm.spike
Construct Design Matrices
summary.lm.spike
Numerical summaries of the results from a spike and slab regression.
make.spike.slab.prior
Create a spike and slab prior for use with lm.spike.
mlm.spike.slab.prior
Create a spike and slab prior for use with mlm.spike.
mlm.spike
Spike and slab multinomial logistic regression
student.spike.slab.prior
Spike and Slab Prior for Student-T Regression
plot.lm.spike
Plot the results of a spike and slab regression.
poisson.spike
Spike and slab Poisson regression
plot.poisson.spike
Plot a
poisson.spike
object
plot.lm.spike.residuals
Residual plot for lm.spike
independent.student.spike.slab.prior
Spike and Slab Prior for Regressions with Student T Errors
plot.logit.spike
Plot a
logit.spike
object
plot.logit.spike.fit.summary
Fit summary for logit.spike models
summary.logit.spike
Numerical summaries of the results from a spike and slab logistic regression.
poisson.zellner.prior
Zellner Prior for Poisson Regression
model.matrix
GetPredictorMatrix
predict.lm.spike
Predictions using spike-and-slab regression.
spike.slab.glm.prior
Zellner Prior for Glm's
SummarizeSpikeSlabCoefficients
Numerical summaries of coefficients from a spike and slab regression.