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spOccupancy

Single-Species, Multi-Species, and Integrated Spatial Occupancy Models

v0.8.0 · Dec 14, 2024 · GPL (>= 3)

Description

Fits single-species, multi-species, and integrated non-spatial and spatial occupancy models using Markov Chain Monte Carlo (MCMC). Models are fit using Polya-Gamma data augmentation detailed in Polson, Scott, and Windle (2013) <doi:10.1080/01621459.2013.829001>. Spatial models are fit using either Gaussian processes or Nearest Neighbor Gaussian Processes (NNGP) for large spatial datasets. Details on NNGP models are given in Datta, Banerjee, Finley, and Gelfand (2016) <doi:10.1080/01621459.2015.1044091> and Finley, Datta, and Banerjee (2022) <doi:10.18637/jss.v103.i05>. Provides functionality for data integration of multiple single-species occupancy data sets using a joint likelihood framework. Details on data integration are given in Miller, Pacifici, Sanderlin, and Reich (2019) <doi:10.1111/2041-210X.13110>. Details on single-species and multi-species models are found in MacKenzie, Nichols, Lachman, Droege, Royle, and Langtimm (2002) <doi:10.1890/0012-9658(2002)083[2248:ESORWD]2.0.CO;2> and Dorazio and Royle <doi:10.1198/016214505000000015>, respectively.

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Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
WARNING r-devel-linux-x86_64-debian-gcc

data for ASCII and uncompressed saves

Fatal error: cannot create 'R_TempDir'
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
ERROR r-devel-linux-x86_64-debian-gcc

PDF version of manual

Rd conversion errors:
Converting parsed Rd's to LaTeX Warning in file(out, "wt") :
  cannot open file '/tmp/Rtmpc1yRCy/file14e934cf12fe7': No space left on device
Warning in file(con, "r") :
  cannot open file '/tmp/Rtmpc1yRCy/file14e934cf12fe7': No such file or directory
Error in file(con, "r") : cannot open the connection
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.6Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    libs   3.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.2Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    libs   3.8Mb

Dependency Network

Dependencies Reverse dependencies coda abind RANN lme4 foreach doParallel spAbundance spOccupancy

Version History

20 tracked
new 0.8.0 Mar 10, 2026
updated 0.8.0 ← 0.7.6 diff Dec 13, 2024
updated 0.7.6 ← 0.7.3 diff Apr 18, 2024
updated 0.7.3 ← 0.7.2 diff Mar 27, 2024
updated 0.7.2 ← 0.7.1 diff Oct 31, 2023
updated 0.7.1 ← 0.7.0 diff Aug 31, 2023
updated 0.7.0 ← 0.6.1 diff Aug 15, 2023
updated 0.6.1 ← 0.6.0 diff Mar 10, 2023
updated 0.6.0 ← 0.5.2 diff Mar 2, 2023
updated 0.5.2 ← 0.5.1 diff Dec 20, 2022
updated 0.5.1 ← 0.5.0 diff Dec 7, 2022
updated 0.5.0 ← 0.4.0 diff Nov 15, 2022
updated 0.4.0 ← 0.3.2 diff Jul 12, 2022
updated 0.3.2 ← 0.3.1 diff May 21, 2022
updated 0.3.1 ← 0.3.0 diff Apr 12, 2022