Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE
Volume: 26, Issue: 2, Pages: 403 - 413
Published: Apr 24, 2017
Abstract
We describe NIMBLE, a system for programming statistical algorithms for general model structures within R. NIMBLE is designed to meet three challenges: flexible model specification, a language for programming algorithms that can use different models, and a balance between high-level programmability and execution efficiency. For model specification, NIMBLE extends the BUGS language and creates model objects, which can manipulate variables,...
Paper Details
Title
Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE
Published Date
Apr 24, 2017
Volume
26
Issue
2
Pages
403 - 413
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