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