⚠️There's a newer version (1.2.6) of this package.Take me there.

BoomSpikeSlab (version 0.6.0)

MCMC for Spike and Slab Regression

Description

Spike and slab regression a la McCulloch and George (1997).

Copy Link

Version

Install

install.packages('BoomSpikeSlab')

Monthly Downloads

2,233

Version

0.6.0

License

LGPL-2.1 | file LICENSE

Maintainer

Steven Scott

Last Published

May 21st, 2016

Functions in BoomSpikeSlab (0.6.0)

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.