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nimbleDistance: functions for fitting distance sampling models in nimble

This repository provides some user-defined distributions that can be used to implement distance sampling models in nimble:

  • Includes likelihoods for common distance-detection distributions (hazard-rate and half-normal) using both line-transect and point surveys.

  • Includes a vignette illustrating use of the package to undertake some simple analyses of distance-detection data collected on lines and points.

The package is at a very early stage of development. Suggestions for improvement and contributions of code are very welcome.

Installation:

remotes::install_github("scrogster/nimbleDistance")

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Functions to fit Bayesian distance sampling models using Nimble (https://github.com/nimble-dev/nimble). Inspired by the nimbleEcology package https://github.com/nimble-dev/nimbleEcology

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