Other packages > Find by keyword >

phenoCDM  

Continuous Development Models for Incremental Time-Series Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("phenoCDM", "0.1.3")



Attach the package and use:
library("phenoCDM")
Maintained by
Bijan Seyednasrollah
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-16
Latest Update: 2018-05-02
Description:
Using the Bayesian state-space approach, we developed a continuous development model to quantify dynamic incremental changes in the response variable. While the model was originally developed for daily changes in forest green-up, the model can be used to predict any similar process. The CDM can capture both timing and rate of nonlinear processes. Unlike statics methods, which aggregate variations into a single metric, our dynamic model tracks the changing impacts over time. The CDM accommodates nonlinear responses to variation in predictors, which changes throughout development.
How to cite:
Bijan Seyednasrollah (2018). phenoCDM: Continuous Development Models for Incremental Time-Series Analysis. R package version 0.1.3, https://cran.r-project.org/web/packages/phenoCDM. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:41), 0.0.2 (2018-02-16 17:48), 0.1.2 (2018-03-20 23:34)
Other packages that cited phenoCDM R package
View phenoCDM citation profile
Other R packages that phenoCDM depends, imports, suggests or enhances
Complete documentation for phenoCDM
Functions, R codes and Examples using the phenoCDM R package
Some associated functions: fitCDM . getGibbsSummary . phenoSim . phenoSimPlot . plotPOGibbs . plotPost . 
Some associated R codes: fitCDM.R . getGibbsSumamry.R . phenoSim.R . phenoSimPlot.R . plotPOGibbs.R . plotPost.R .  Full phenoCDM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
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  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
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