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DL Miller edited this page Jul 4, 2013 · 2 revisions

There are several packages available for analysis of distance sampling data:

  • Distance - this package! An easy interface to mrds.
  • mrds - the package incorporated into the Windows application Distance (since it supports many features, the syntax can be rather tricky for beginners).
  • unmarked - uses the heirarchical modelling approach of Royale et al (2004).
  • Rdistance - can be used to perform CDS analyses.

This table provides a feature comparison of the packages:

Feature Distance Rdistance unmarked mrds
line transects x x x x
point transets x x x
interval (binned) data x x x
continuous data x x x
half-normal key x x x x
hazard-rate key x x x x
uniform key x x x x
Gamma key x x
negative exponential key x
adjustment terms x x x
AIC adjustment selection x x
all possible model selection x
individual level covariates x x
transect level covariates x x x
monotonicity constraints x x
objects in clusters (group data) x x x x
left truncation x x x
abundance estimation x x x x
density estimation x x x x
user-defined likelihood functions x
dsm compatability x x
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