Package: HACSim Type: Package Title: Iterative Extrapolation of Species' Haplotype Accumulation Curves for Genetic Diversity Assessment Version: 1.0.7-1 Date: 2025-09-17 Authors@R: c(person(given = c("Jarrett", "D."), family = "Phillips", role = c("aut", "cre"), email = "phillipsjarrett1@gmail.com"), person(given = c("Steven", "H."), family = "French", role = "ctb"), person(given = "Navdeep", family = "Singh", role = "ctb")) Maintainer: Jarrett D. Phillips Description: Performs iterative extrapolation of species' haplotype accumulation curves using a nonparametric stochastic (Monte Carlo) optimization method for assessment of specimen sampling completeness based on the approach of Phillips et al. (2015) , Phillips et al. (2019) and Phillips et al. (2020) . 'HACSim' outputs a number of useful summary statistics of sampling coverage ("Measures of Sampling Closeness"), including an estimate of the likely required sample size (along with desired level confidence intervals) necessary to recover a given number/proportion of observed unique species' haplotypes. Any genomic marker can be targeted to assess likely required specimen sample sizes for genetic diversity assessment. The method is particularly well-suited to assess sampling sufficiency for DNA barcoding initiatives. Users can also simulate their own DNA sequences according to various models of nucleotide substitution. A Shiny app is also available. License: GPL-3 URL: NeedsCompilation: yes Imports: ape (>= 5.3), data.table (>= 1.12.8), graphics (>= 3.6.1), matrixStats (>= 0.56.0), pegas (>= 0.13), Rcpp (>= 1.0.3), shiny (>= 1.7.0), shinydashboard (>= 0.7.2), shinydashboardPlus (>= 2.0.3), shinyjs (>= 2.1.0), shinyWidgets (>= 0.7.6), shinycssloaders (>= 1.0.0), shinymeta (>= 0.2.0.3), stats (>= 3.6.1), stringr (>= 1.5.0), utils (>= 3.6.1) LinkingTo: Rcpp, RcppArmadillo RoxygenNote: 6.1.1 Packaged: 2026-10-09 21:15:11 UTC; root Config/pak/sysreqs: cmake make libicu-dev libuv1-dev zlib1g-dev Repository: https://jphill01.r-universe.dev Date/Publication: 2026-10-09 17:56:33 UTC RemoteUrl: https://github.com/jphill01/hacsim.r RemoteRef: HEAD RemoteSha: 3cc15a361b0e153d0dd15de52de92474d2b846b3 Author: Jarrett D. Phillips [aut, cre], Steven H. French [ctb], Navdeep Singh [ctb]