R Packages

bdlim

• Functions to implement Bayesian Distributed Lag Interaction Models.
• The bdlim package is available on CRAN and GitHub.
• See the package page for details and examples: anderwilson.github.io/bdlim.

dlmtree

• Joint work with Daniel Mork and Seongwon Im.
• Functions to implement several varieties of treed distributed lag models, including:
  • treed distributed lag models
  • heterogenious distributed lag models
  • treed distributed lag mixture models
• The dlmtree package is available on CRAN and GitHub.
• See the package page for details and examples: danielmork.github.io/dlmtree.

dlim

• Joint work with Danielle Demateis and Kayleigh Keller.
• Functions to distributed lag interaction models for continuous modifiers using penalized and natrual spline implementations.
• The dlim package is available on CRAN and GitHub.
• See the package page for details and examples: ddemateis.github.io/dlim.

regimes

• Functions to implement various methods, including:
  • Bayesian kernel machine regression distributed lag models
  • older implementation of Bayesian distributed lag interaction models
• The regimes package is available on GitHub.

GitHub packages and other code

Code for several other projects can be found on GitHub

• BayesPen: Bayesian Penalized Credible Regions
• bnmr: Bayesian Nonparametric Monotone Regression
• ZIPLL: Hierarchical dose-response modeling for high-throughput toxicity screening of environmental chemicals