Watanabe-Akaike Information Criterion (WAIC)
Artificial Data Set based on Auckland's Maunga Whau Volcano
Bayesian Additive Models for Location Scale and Shape (and Beyond)
BAMLSS Engine Helper Functions
BAMLSS Engine Setup Function
Fit Bayesian Additive Models for Location Scale and Shape (and Beyond)
Create a Survival Object for Joint Models
Create Samples for BAMLSS by Multivariate Normal Approximation
London Fire Data
Markov Chain Monte Carlo for BAMLSS using JAGS
Fit BAMLSS with Backfitting
Continue Sampling
Formulae for BAMLSS
Compute 95% Credible Interval and Mean
Plot a Color Legend
Create a Model Frame for BAMLSS
Extract BAMLSS Coefficients
Batchwise Backfitting
Bootstrap Boosting
Boosting BAMLSS
Cox Model Prediction
Show Available Engines for a Family Object
Deep Distributional Neural Network
Weekly Number of Fatalities in Austria
Cox Model Markov Chain Monte Carlo
Get a BAMLSS Family
Cox Model Posterior Mode Estimation
Distribution Families in bamlss
BAMLSS Fitted Values
Extract Distribution families of the gamlss.dist Package
Lasso Smooth Constructor
BAMLSS Model Frame
model.matrix.bamlss.frame
Construct/Extract BAMLSS Design Matrices
Compute a Neighborhood Matrix from Spatial Polygons
Neural Networks for BAMLSS
HOMSTART Precipitation Data
Linear Effects for BAMLSS
Implicit Stochastic Gradient Descent Optimizer
Fit Flexible Additive Joint Models
smooth.construct.kr.smooth.spec
Kriging Smooth Constructor
Factor Variable and Random Effects Plots
Plotting BAMLSS
Plot 3D Effects
Transform Smooth Constructs to Random Effects
Plot 2D Effects
Some Shortcuts
Plot Maps
BAMLSS Prediction
Random Bits for BAMLSS
Compute BAMLSS Residuals
Special Smooths in BAMLSS Formulae
Compute BAMLSS Results for Plotting and Summaries
Plot Coefficients Paths
Extract or Initialize Parameters for BAMLSS
Sampling Statistics
Extract Samples
MCMC Based Simple Significance Check for Smooth Terms
Remove Special Characters
smooth.construct.sr.smooth.spec
Random Effects P-Spline
Scaling Vectors and Matrices
Survival Model Transformer Function
BAMLSS Model Terms
Simulate longitudinal and survival data for joint models
Constructor Functions for Smooth Terms in BAMLSS
Create distributions3 Object
smooth.construct.ms.smooth.spec
Smooth constructor for monotonic P-splines
Stability selection.
Plot Slices of Bivariate Functions
Simulate Survival Times
Extract the reponse name of a bamlss.frame
object.
Summary for BAMLSS
GAM Artificial Data Set
Crazy simulated data
General Markov Chain Monte Carlo for BAMLSS
Deviance Information Criterion
Prices of Used Cars Data
GEFCom2014 Electricity Load Data
Markov Chain Monte Carlo for BAMLSS using BayesX
AR1 Transformer Function
Austria States and Topography
Continuous Rank Probability Score