Package: ecocbo
Title: Calculating Optimum Sampling Effort in Community Ecology
Version: 0.13.0
Authors@R: c(
    person("Edlin", "Guerra-Castro", , "edlinguerra@gmail.com", role = c("aut", "cph"),
           comment = c(ORCID = "0000-0003-3529-4507")),
    person("Arturo", "Sanchez-Porras", , "sp.arturo@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-1691-286X"))
  )
Description: A system for calculating the optimal sampling effort, based on the ideas of 
    "Ecological cost-benefit optimization" as developed by A. Underwood (1997, 
    ISBN 0 521 55696 1). Data is obtained from simulated ecological communities with
    prep_data() which formats and arranges the initial data, and then the 
    optimization follows the following procedure of four functions: (1) prep_data()
    takes the original dataset and creates simulated sets that can be used as a 
    basis for estimating statistical power and type II error. (2) sim_beta() is used
    to estimate the statistical power for the different sampling efforts specified
    by the user. (3) sim_cbo() calculates then the optimal sampling effort, based
    on the statistical power and the sampling costs. Additionally, (4) scompvar() 
    calculates the variation components necessary for (5) Underwood_cbo() to calculate
    the optimal combination of number of sites and samples depending on either 
    an economic budget or on a desired statistical accuracy. Lastly, (6) plot_power() 
    helps the user visualize the results of sim_beta().
License: GPL (>= 3)
URL: https://github.com/arturoSP/ecocbo
BugReports: https://github.com/arturoSP/ecocbo/issues
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: ggplot2, ggpubr, sampling, stats, rlang, dplyr, tidyr,
        tidyselect, parabar, parallelly, vegan, SSP, plotly
Depends: R (>= 4.1.0)
LazyData: true
Suggests: knitr,rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2025-08-23 16:30:24 UTC; artu
Author: Edlin Guerra-Castro [aut, cph] (ORCID:
    <https://orcid.org/0000-0003-3529-4507>),
  Arturo Sanchez-Porras [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-1691-286X>)
Maintainer: Arturo Sanchez-Porras <sp.arturo@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-23 16:50:02 UTC
Built: R 4.4.1; ; 2025-08-23 23:13:36 UTC; unix
