FDboost1.1-2 package

Kronecker product or row tensor product of two base-learners with anis...

Cross-Validation and Bootstrapping over Curves

Constrained Base-learners for Scalar Covariates

Base-learners for Functional Covariates

Function to compute bootstrap confidence intervals

Base-learners for Functional Covariates

Clr and inverse clr transformation

Coefficients of boosted functional regression model

Cross-validation for FDboostLSS

Extract information of a base-learner

Factorize tensor product model

FDboost: Boosting Functional Regression Models

Model-based Gradient Boosting for Functional Response

FDboost_fac S3 class for factorized FDboost model components

Model-based Gradient Boosting for Functional GAMLSS

Fitted values of a boosted functional regression model

Functional MRD

Functional MSE

Plot functional data with linear interpolation of missing values

Functional R-squared

Extract attributes of hmatrix

Generic functions to asses attributes of functional data objects

Constrained row tensor product

A S3 class for univariate functional data on a common grid

Functions to compute integration weights

Test to class of hmatrix

Function to control estimation of smooth offset

Methods for objects of class bootstrapCI

Plot the fit or the coefficients of a boosted functional regression mo...

Methods for objects of class validateFDboost

Prediction for boosted functional regression model

Prediction and plotting for factorized FDboost model components

Residual values of a boosted functional regression model

Function to Reweight Data

Stability Selection

Extract or replace parts of a hmatrix-object

Subsets hmatrix according to an index

Print and summary of a boosted functional regression model

Function to truncate time in functional data

Function to update FDboost objects

Cross-Validation and Bootstrapping over Curves

Transform id and time of wide format into long format