ubms

Bayesian Models for Data from Unmarked Animals using 'Stan'

Last update: 11 September 2023

Copyright license: GNU General Public License

Software version identifier: 1.2.2, 1.2.3, 1.2.4, 1.0.1, 1.0.2, 1.1.0, 1.2.5, 1.2.6

Source code repository: https://github.com/cran/ubms

Description

Fit Bayesian hierarchical models of animal abundance and occurrence via the 'rstan' package, the R interface to the 'Stan' C++ library. Supported models include single-season occupancy, dynamic occupancy, and N-mixture abundance models. Covariates on model parameters are specified using a formula-based interface similar to package 'unmarked', while also allowing for estimation of random slope and intercept terms. References: Carpenter et al. (2017) <doi:10.18637/jss.v076.i01>; Fiske and Chandler (2011) <doi:10.18637/jss.v043.i10>.

Cites work

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