BoomSpikeSlab: MCMC for Spike and Slab Regression

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

AuthorSteven L. Scott <stevescott@google.com>
Date of publication2016-08-18 09:48:07
MaintainerSteven L. Scott <stevescott@google.com>
LicenseLGPL-2.1 | file LICENSE
Version0.7.0

View on CRAN

Man pages

independent.spike.slab.prior: A spike and slab prior assuming a priori independence.

independent.student.spike.slab.prior: Spike and Slab Prior for Regressions with Student T Errors

lm.spike: Spike and slab regression

logit.spike: Spike and slab logistic regression

logit.zellner.prior: Zellner Prior for Logistic Regression

make.spike.slab.prior: Create a spike and slab prior for use with lm.spike.

mlm.spike: Spike and slab multinomial logistic regression

mlm.spike.slab.prior: Create a spike and slab prior for use with mlm.spike.

model.matrix: GetPredictorMatrix

model.matrix.glm.spike: Construct Design Matrices

plot.coefficients: Plot Coefficients.

plot.lm.spike: Plot the results of a spike and slab regression.

plot.lm.spike.residuals: Residual plot for lm.spike

plot.logit.spike: Plot a 'logit.spike' object

plot.logit.spike.fit.summary: Plot Logit or Probit Fit Summary

plot.logit.spike.residuals: Residual plot for 'logit.spike' objects.

plot.marginal.inclusion.probabilities: Plot marginal inclusion probabilities.

plot.model.size: Plot a distribution of model size

plot.poisson.spike: Plot a 'poisson.spike' object

poisson.spike: Spike and slab Poisson regression

poisson.zellner.prior: Zellner Prior for Poisson Regression

predict.lm.spike: Predictions using spike-and-slab regression.

print.summary.lm.spike: Print method for spikeslab objects.

probit.spike: Spike and slab probit regression

residuals.lm.spike: Extract lm.spike Residuals

spike.slab.glm.prior: Zellner Prior for Glm's

spike.slab.prior.base: Base class for spike and slab priors

student.spike.slab.prior: Spike and Slab Prior for Student-T Regression

summarize_spike_slab_coefficients: Numerical summaries of coefficients from a spike and slab...

summary.lm.spike: Numerical summaries of the results from a spike and slab...

summary.logit.spike: Numerical summaries of the results from a spike and slab...

Files in this package

BoomSpikeSlab
BoomSpikeSlab/src
BoomSpikeSlab/src/Makevars
BoomSpikeSlab/src/mlm_spike_slab_wrapper.cc
BoomSpikeSlab/src/logit_spike_slab_wrapper.cc
BoomSpikeSlab/src/spike_slab_wrapper.cc
BoomSpikeSlab/src/probit_spike_slab_wrapper.cc
BoomSpikeSlab/src/poisson_spike_slab_wrapper.cc
BoomSpikeSlab/src/utils.h
BoomSpikeSlab/NAMESPACE
BoomSpikeSlab/R
BoomSpikeSlab/R/probit.spike.R BoomSpikeSlab/R/model.matrix.R BoomSpikeSlab/R/logit.spike.R BoomSpikeSlab/R/spike.slab.prior.R BoomSpikeSlab/R/mlm.spike.R BoomSpikeSlab/R/poisson.spike.R BoomSpikeSlab/R/lm.spike.R
BoomSpikeSlab/MD5
BoomSpikeSlab/DESCRIPTION
BoomSpikeSlab/man
BoomSpikeSlab/man/plot.logit.spike.residuals.Rd BoomSpikeSlab/man/model.matrix.Rd BoomSpikeSlab/man/summarize_spike_slab_coefficients.Rd BoomSpikeSlab/man/plot.lm.spike.Rd BoomSpikeSlab/man/plot.lm.spike.residuals.Rd BoomSpikeSlab/man/spike.slab.glm.prior.Rd BoomSpikeSlab/man/plot.logit.spike.fit.summary.Rd BoomSpikeSlab/man/lm.spike.Rd BoomSpikeSlab/man/plot.coefficients.Rd BoomSpikeSlab/man/model.matrix.glm.spike.Rd BoomSpikeSlab/man/mlm.spike.Rd BoomSpikeSlab/man/plot.logit.spike.Rd BoomSpikeSlab/man/logit.spike.Rd BoomSpikeSlab/man/poisson.zellner.prior.Rd BoomSpikeSlab/man/independent.student.spike.slab.prior.Rd BoomSpikeSlab/man/plot.marginal.inclusion.probabilities.Rd BoomSpikeSlab/man/residuals.lm.spike.Rd BoomSpikeSlab/man/plot.poisson.spike.Rd BoomSpikeSlab/man/print.summary.lm.spike.Rd BoomSpikeSlab/man/summary.logit.spike.Rd BoomSpikeSlab/man/make.spike.slab.prior.Rd BoomSpikeSlab/man/poisson.spike.Rd BoomSpikeSlab/man/predict.lm.spike.Rd BoomSpikeSlab/man/probit.spike.Rd BoomSpikeSlab/man/summary.lm.spike.Rd BoomSpikeSlab/man/plot.model.size.Rd BoomSpikeSlab/man/spike.slab.prior.base.Rd BoomSpikeSlab/man/student.spike.slab.prior.Rd BoomSpikeSlab/man/independent.spike.slab.prior.Rd BoomSpikeSlab/man/mlm.spike.slab.prior.Rd BoomSpikeSlab/man/logit.zellner.prior.Rd
BoomSpikeSlab/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.