Working Group Functional Data Analysis
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Content

Publications

Selected Publications

Software

  • Co-author R-package refund: pffr(): Penalized additive regression for functional and scalar covariates and functional responses.
  • R-package tidyfun: data wrangling and exploratory analysis for functional data.
  • R-package spikeSlabGAM: Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression models via SSVS (stochastic search variable selection) with spike-and-slab priors.
  • R-package RLRsim: implementing exact (Restricted) Likelihood Ratio Tests for variance components and nonparametric terms, with interfaces for models fit with nlme::lme(), lme4::lmer(), mgcv::gamm() or SemiPar:spm().
  • Co-author R-package pammtools: Piece-wise exponential additive mixed model tools.
  • Contributions to R-package dlnm: Functions for distributed lag linear and non-linear models.