# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "nimble" in publications use:' type: software license: - BSD-3-Clause - GPL-2.0-or-later title: 'nimble: MCMC, Particle Filtering, and Programmable Hierarchical Modeling' version: 1.3.0 doi: 10.1080/10618600.2016.1172487 identifiers: - type: doi value: 10.32614/CRAN.package.nimble abstract: 'A system for writing hierarchical statistical models largely compatible with ''BUGS'' and ''JAGS'', writing nimbleFunctions to operate models and do basic R-style math, and compiling both models and nimbleFunctions via custom-generated C++. ''NIMBLE'' includes default methods for MCMC, Laplace Approximation, Monte Carlo Expectation Maximization, and some other tools. The nimbleFunction system makes it easy to do things like implement new MCMC samplers from R, customize the assignment of samplers to different parts of a model from R, and compile the new samplers automatically via C++ alongside the samplers ''NIMBLE'' provides. ''NIMBLE'' extends the ''BUGS''/''JAGS'' language by making it extensible: New distributions and functions can be added, including as calls to external compiled code. Although most people think of MCMC as the main goal of the ''BUGS''/''JAGS'' language for writing models, one can use ''NIMBLE'' for writing arbitrary other kinds of model-generic algorithms as well. A full User Manual is available at .' authors: - family-names: Valpine given-names: Perry name-particle: de - family-names: Paciorek given-names: Christopher email: paciorek@stat.berkeley.edu - family-names: Turek given-names: Daniel - family-names: Michaud given-names: Nick - family-names: Anderson-Bergman given-names: Cliff - family-names: Obermeyer given-names: Fritz - family-names: Wehrhahn Cortes given-names: Claudia - family-names: Rodríguez given-names: Abel - family-names: Temple Lang given-names: Duncan - family-names: Zhang given-names: Wei - family-names: Paganin given-names: Sally - family-names: Hug given-names: Joshua - family-names: Dam-Bates given-names: Paul name-particle: van preferred-citation: type: article title: 'Programming with models: writing statistical algorithms for general model structures with NIMBLE' authors: - family-names: Valpine given-names: Perry name-particle: de - family-names: Turek given-names: Daniel - family-names: Paciorek given-names: Christopher email: paciorek@stat.berkeley.edu - family-names: Anderson-Bergman given-names: Cliff - family-names: Temple Lang given-names: Duncan - family-names: Bodik given-names: Ras journal: Journal of Computational and Graphical Statistics volume: '26' issue: '2' year: '2017' doi: 10.1080/10618600.2016.1172487 start: 403-413 repository: https://nimble-dev.r-universe.dev repository-code: https://github.com/nimble-dev/nimble commit: 5e8a4ce7f1937919e362ee698af9d3b47c743c86 url: https://r-nimble.org date-released: '2024-12-17' contact: - family-names: Paciorek given-names: Christopher email: paciorek@stat.berkeley.edu references: - type: manual title: 'NIMBLE: MCMC, Particle Filtering, and Programmable Hierarchical Modeling' authors: - family-names: Valpine given-names: Perry name-particle: de - family-names: Paciorek given-names: Christopher - family-names: Turek given-names: Daniel - family-names: Michaud given-names: Nick - family-names: Anderson-Bergman given-names: Cliff - family-names: Obermeyer given-names: Fritz - family-names: Wehrhahn Cortes given-names: Claudia - family-names: Rodrìguez given-names: Abel - family-names: Temple Lang given-names: Duncan - family-names: Paganin given-names: Sally url: https://cran.r-project.org/package=nimble year: '2024' version: 1.3.0 notes: R package version 1.3.0 doi: 10.5281/zenodo.1211190 - type: manual title: NIMBLE User Manual authors: - family-names: Valpine given-names: Perry name-particle: de - family-names: Paciorek given-names: Christopher - family-names: Turek given-names: Daniel - family-names: Michaud given-names: Nick - family-names: Anderson-Bergman given-names: Cliff - family-names: Obermeyer given-names: Fritz - family-names: Wehrhahn Cortes given-names: Claudia - family-names: Rodrìguez given-names: Abel - family-names: Temple Lang given-names: Duncan - family-names: Paganin given-names: Sally url: https://r-nimble.org year: '2024' version: 1.3.0 notes: R package manual version 1.3.0 doi: 10.5281/zenodo.1211190