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