Bayesian Additive Models for Location Scale and Shape (and Beyond)

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 | 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 |

dl.bamlss | Deep Learning BAMLSS |

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... |

n | Neural Networks for BAMLSS |

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 |

rb | Random Bits for BAMLSS |

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 |

stabsel | Stability selection. |

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 |

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