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