R infrastructures for Bayesian regression models.

Author | Nikolaus Umlauf [aut, cre], Nadja Klein [aut], Achim Zeileis [aut], Meike Koehler [aut] |

Date of publication | 2017-01-13 03:13:39 |

Maintainer | Nikolaus Umlauf <Nikolaus.Umlauf@uibk.ac.at> |

License | GPL-2 | GPL-3 |

Version | 0.1-1 |

**Austria:** Austria States and Topography

**bamlss:** Fit Bayesian Additive Models for Location Scale and Shape...

**bamlss.engine.helpers:** BAMLSS Engine Helper Functions

**bamlss.engine.setup:** BAMLSS Engine Setup Function

**bamlss.formula:** Formulae for BAMLSS

**bamlss.frame:** Create a Model Frame for BAMLSS

**bamlss-package:** Bayesian Additive Models for Location Scale and Shape (and...

**BayesX:** Markov Chain Monte Carlo for BAMLSS using 'BayesX'

**bfit:** Fit BAMLSS with Backfitting

**boost:** Gradient Boosting BAMLSS

**c95:** Compute 95% Credible Interval and Mean

**coef.bamlss:** Extract BAMLSS Coefficients

**colorlegend:** Plot a Color Legend

**continue:** Continue Sampling

**cox.mcmc:** Cox Model Markov Chain Monte Carlo

**cox.mode:** Cox Model Posterior Mode Estimation

**cox.predict:** Cox Model Prediction

**DIC:** Deviance Information Criterion

**family.bamlss:** Distribution Families in 'bamlss'

**fitted.bamlss:** BAMLSS Fitted Values

**GAMart:** GAM Artificial Data Set

**gF:** Get a BAMLSS Family

**GMCMC:** General Markov Chain Monte Carlo for BAMLSS

**homstart_data:** HOMSTART Precipitation Data

**JAGS:** Markov Chain Monte Carlo for BAMLSS using JAGS

**jm_bamlss:** Fit Flexible Additive Joint Models

**lasso:** Lasso Smooth Constructor

**LondonFire:** London Fire Data

**model.frame.bamlss:** BAMLSS Model Frame

**model.matrix.bamlss.frame:** Construct/Extract BAMLSS Design Matrices

**MVNORM:** Create Samples for BAMLSS by Multivariate Normal...

**neighbormatrix:** Compute a Neighborhood Matrix from Spatial Polygons

**parameters:** Extract or Initialize Parameters for BAMLSS

**plot2d:** Plot 2D Effects

**plot3d:** Plot 3D Effects

**plot.bamlss:** Plotting BAMLSS

**plotblock:** Factor Variable and Random Effects Plots

**plotmap:** Plot Maps

**predict.bamlss:** BAMLSS Prediction

**randomize:** Transform Smooth Constructs to Random Effects

**residuals.bamlss:** Compute BAMLSS Residuals

**results.bamlss.default:** Compute BAMLSS Results for Plotting and Summaries

**rmf:** Remove Special Characters

**s2:** Special Smooths in BAMLSS Formulae

**samples:** Extract Samples

**samplestats:** Sampling Statistics

**scale2:** Scaling Vectors and Matrices

**simJM:** Simulate longitudinal and survival data for joint models

**simSurv:** Simulate Survival Times

**sliceplot:** Plot Slices of Bivariate Functions

**smooth.construct:** Constructor Functions for Smooth Terms in BAMLSS

**summary.bamlss:** Summary for BAMLSS

**Surv2:** Create a Survival Object for Joint Models

**surv.transform:** Survival Model Transformer Function

**terms.bamlss:** BAMLSS Model Terms

**Volcano:** Artificial Data Set based on Auckland's Maunga Whau Volcano

bamlss/DESCRIPTION

bamlss/NAMESPACE

bamlss/R

bamlss/R/BAMLSS.R
bamlss/R/BayesX.R
bamlss/R/GAMart.R
bamlss/R/JAGS.R
bamlss/R/JM.R
bamlss/R/bnd.R
bamlss/R/data.R
bamlss/R/families.R
bamlss/R/homstart.R
bamlss/R/imports.R
bamlss/R/maps.R
bamlss/R/optimizers.R
bamlss/R/samplers.R
bamlss/R/survival.R
bamlss/R/vis.R
bamlss/data

bamlss/data/Austria.rda

bamlss/data/LondonFire.rda

bamlss/inst

bamlss/inst/bugs.R

bamlss/inst/bugs.csv

bamlss/man

bamlss/man/Austria.Rd
bamlss/man/BayesX.Rd
bamlss/man/DIC.Rd
bamlss/man/GAMart.Rd
bamlss/man/GMCMC.Rd
bamlss/man/JAGS.Rd
bamlss/man/LondonFire.Rd
bamlss/man/MVNORM.Rd
bamlss/man/Surv2.Rd
bamlss/man/Volcano.Rd
bamlss/man/bamlss-package.Rd
bamlss/man/bamlss.Rd
bamlss/man/bamlss.engine.helpers.Rd
bamlss/man/bamlss.engine.setup.Rd
bamlss/man/bamlss.formula.Rd
bamlss/man/bamlss.frame.Rd
bamlss/man/bfit.Rd
bamlss/man/boost.Rd
bamlss/man/c95.Rd
bamlss/man/coef.bamlss.Rd
bamlss/man/colorlegend.Rd
bamlss/man/continue.Rd
bamlss/man/cox.mcmc.Rd
bamlss/man/cox.mode.Rd
bamlss/man/cox.predict.Rd
bamlss/man/family.bamlss.Rd
bamlss/man/fitted.bamlss.Rd
bamlss/man/gF.Rd
bamlss/man/homstart_data.Rd
bamlss/man/jm_bamlss.Rd
bamlss/man/lasso.Rd
bamlss/man/model.frame.bamlss.Rd
bamlss/man/model.matrix.bamlss.frame.Rd
bamlss/man/neighbormatrix.Rd
bamlss/man/parameters.Rd
bamlss/man/plot.bamlss.Rd
bamlss/man/plot2d.Rd
bamlss/man/plot3d.Rd
bamlss/man/plotblock.Rd
bamlss/man/plotmap.Rd
bamlss/man/predict.bamlss.Rd
bamlss/man/randomize.Rd
bamlss/man/residuals.bamlss.Rd
bamlss/man/results.bamlss.default.Rd
bamlss/man/rmf.Rd
bamlss/man/s2.Rd
bamlss/man/samples.Rd
bamlss/man/samplestats.Rd
bamlss/man/scale2.Rd
bamlss/man/simJM.Rd
bamlss/man/simSurv.Rd
bamlss/man/sliceplot.Rd
bamlss/man/smooth.construct.Rd
bamlss/man/summary.bamlss.Rd
bamlss/man/surv.transform.Rd
bamlss/man/terms.bamlss.Rd
bamlss/src

bamlss/src/Makevars

bamlss/src/bamlss.c

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