Other packages > Find by keyword >

colorednoise  

Simulate Temporally Autocorrelated Populations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("colorednoise", "1.1.2")



Attach the package and use:
library("colorednoise")
Maintained by
July Pilowsky
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-10
Latest Update: 2024-02-28
Description:
Temporally autocorrelated populations are correlated in their vital rates (growth, death, etc.) from year to year. It is very common for populations, whether they be bacteria, plants, or humans, to be temporally autocorrelated. This poses a challenge for stochastic population modeling, because a temporally correlated population will behave differently from an uncorrelated one. This package provides tools for simulating populations with white noise (no temporal autocorrelation), red noise (positive temporal autocorrelation), and blue noise (negative temporal autocorrelation). The algebraic formulation for autocorrelated noise comes from Ruokolainen et al. (2009) . Models for unstructured populations and for structured populations (matrix models) are available.
How to cite:
July Pilowsky (2017). colorednoise: Simulate Temporally Autocorrelated Populations. R package version 1.1.2, https://cran.r-project.org/web/packages/colorednoise. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:27), 0.0.1 (2017-10-10 14:43), 0.0.2 (2018-01-30 20:02), 1.0.1 (2018-05-21 21:59), 1.0.3 (2018-06-01 14:30), 1.0.4 (2019-01-23 13:50), 1.0.5 (2019-09-27 15:10), 1.1.0 (2020-08-05 17:50), 1.1.1 (2023-09-22 18:40)
Other packages that cited colorednoise R package
View colorednoise citation profile
Other R packages that colorednoise depends, imports, suggests or enhances
Complete documentation for colorednoise
Functions, R codes and Examples using the colorednoise R package
Some associated functions: autocorr_sim . autocorrelation . colored_multi_rnorm . colored_noise . colorednoise . cor2cov . matrix_model . multi_rnorm . stdev_transform . unstructured_pop . 
Some associated R codes: RcppExports.R . colorednoise.R . simulate_populations.R . utils.R .  Full colorednoise package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency  
MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  
LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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