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mads  

Multi-Analysis Distance Sampling
View on CRAN: Click here


Download and install mads package within the R console
Install from CRAN:
install.packages("mads")

Install from Github:
library("remotes")
install_github("cran/mads")

Install by package version:
library("remotes")
install_version("mads", "0.1.6")



Attach the package and use:
library("mads")
Maintained by
Laura Marshall
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-11-25
Latest Update: 2023-11-24
Description:
Performs distance sampling analyses on a number of species at once and can account for unidentified sightings, model uncertainty and covariate uncertainty. Unidentified sightings refer to sightings which cannot be allocated to a single species but may instead be allocated to a group of species. The abundance of each unidentified group is estimated and then prorated to the species estimates. Model uncertainty should be incorporated when multiple models give equally good fit to the data but lead to large differences in estimated density / abundance. Covariate uncertainty should be incorporated when covariates cannot be measured accurately, for example this is often the case for group size in marine mammal surveys. Variance estimation for these methods is via a non parametric bootstrap. The methods implemented are described in Gerodette T. and Forcada J. (2005) Non-recovery of two spotted and spinner dolphin populations in the eastern tropical Pacific Ocean.
How to cite:
Laura Marshall (2014). mads: Multi-Analysis Distance Sampling. R package version 0.1.6, https://cran.r-project.org/web/packages/mads. Accessed 21 Apr. 2025.
Previous versions and publish date:
0.1.0 (2014-11-25 09:01), 0.1.1 (2014-12-24 01:38), 0.1.2 (2015-02-27 07:24), 0.1.3 (2015-09-25 14:32), 0.1.4 (2016-08-10 20:43), 0.1.5 (2017-01-23 15:00), 0.1.6 (2020-05-27 15:10)
Other packages that cited mads R package
View mads citation profile
Other R packages that mads depends, imports, suggests or enhances
Functions, R codes and Examples using the mads R package
Some associated functions: accumulate.results . calculate.dht . check.convergence . check.covar.uncertainty . check.ddf.models . check.fitted . check.species.code.definitions . check.species.presence . creates.table . create.param.arrays . create.result.arrays . execute.multi.analysis . fit.ddf.models . format.dht.results . get.datasets . mads-package . mads.data . mae.warning . model.description . process.bootstrap.results . process.warnings . prorate.unidentified . renumber.duplicates . resample.covariates . resample.data . rtpois . store.param.ests . summary.ma.allspecies . summary.ma.allunid . summary.ma.analysis . summary.ma . summary.ma.species . summary.ma.unid . 
Some associated R codes: accumulate.results.R . calculate.dht.R . check.convergence.R . check.covar.uncertainty.R . check.ddf.models.R . check.fitted.R . check.species.code.definitions.R . creates.table.R . create.result.arrays.R . execute.multi.analysis.R . fit.ddf.models.R . format.dht.results.R . get.datasets.R . glossary.R . mads-package.R . mae.warning.R . model.description.R . object.description.R . process.bootstrap.results.R . process.warnings.R . prorate.unidentified.R . renumber.duplicates.R . resample.covariates.R . resample.data.R . rtpois.R . store.param.ests.R . summary.ma.R . summary.ma.allspecies.R . summary.ma.allunid.R . summary.ma.analysis.R . summary.ma.species.R . summary.ma.unid.R .  Full mads package functions and examples
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