Other packages > Find by keyword >

aclhs  

Autocorrelated Conditioned Latin Hypercube Sampling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("aclhs", "1.0.1")



Attach the package and use:
library("aclhs")
Maintained by
Gabriel Laboy
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-05
Latest Update: 2025-11-05
Description:
Implementation of the autocorrelated conditioned Latin Hypercube Sampling (acLHS) algorithm for 1D (time-series) and 2D (spatial) data. The acLHS algorithm is an extension of the conditioned Latin Hypercube Sampling (cLHS) algorithm that allows sampled data to have similar correlative and statistical features of the original data. Only a properly formatted dataframe needs to be provided to yield subsample indices from the primary function. For more details about the cLHS algorithm, see Minasny and McBratney (2006), <doi:10.1016/j.cageo.2005.12.009>. For acLHS, see Le and Vargas (2024) <doi:10.1016/j.cageo.2024.105539>.
How to cite:
Gabriel Laboy (2025). aclhs: Autocorrelated Conditioned Latin Hypercube Sampling. R package version 1.0.1, https://cran.r-project.org/web/packages/aclhs. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited aclhs R package
View aclhs citation profile
Other R packages that aclhs depends, imports, suggests or enhances
Complete documentation for aclhs
Functions, R codes and Examples using the aclhs R package
Full aclhs package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA