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

Author | Steven L. Scott <stevescott@google.com> |

Date of publication | 2016-08-18 09:48:07 |

Maintainer | Steven L. Scott <stevescott@google.com> |

License | LGPL-2.1 | file LICENSE |

Version | 0.7.0 |

**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...

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? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

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