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HACSim  

Iterative Extrapolation of Species' Haplotype Accumulation Curves for Genetic Diversity Assessment
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HACSim", "1.0.7-1")



Attach the package and use:
library("HACSim")
Maintained by
Jarrett D. Phillips
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-09
Latest Update: 2022-06-13
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.
How to cite:
Jarrett D. Phillips (2019). HACSim: Iterative Extrapolation of Species' Haplotype Accumulation Curves for Genetic Diversity Assessment. R package version 1.0.7-1, https://cran.r-project.org/web/packages/HACSim. Accessed 27 Oct. 2026.
Previous versions and publish date:
1.0.0 (2019-05-09 16:10), 1.0.1 (2019-05-16 01:00), 1.0.2 (2019-06-28 17:30), 1.0.3 (2019-07-26 00:20), 1.0.4 (2019-09-15 01:30), 1.0.5 (2020-01-07 22:50), 1.0.6-1 (2022-06-13 08:50), 1.0.6 (2022-05-26 16:30), 1.0.7-1 (2025-09-19 19:30), (2026-10-12 09:50)
Other packages that cited HACSim R package
View HACSim citation profile
Other R packages that HACSim depends, imports, suggests or enhances
Complete documentation for HACSim
Functions, R codes and Examples using the HACSim R package
Some associated functions: HAC.sim . HAC.simrep . HACClass . HACHypothetical . HACReal . HACSim-package . accumulate . envr . launchApp . sim.seqs . 
Some associated R codes: HACject.R . HAC.sim.R . HAC.simrep.R . RcppExports.R . launchApp.R . sim.seqs.R . zzz.R .  Full HACSim package functions and examples
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