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