Other packages > Find by keyword >

PSF  

Forecasting of Univariate Time Series Using the Pattern Sequence-Based Forecasting (PSF) Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PSF", "0.5")



Attach the package and use:
library("PSF")
Maintained by
Neeraj Bokde
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-25
Latest Update: 2021-10-13
Description:
Pattern Sequence Based Forecasting (PSF) takes univariate time series data as input and assist to forecast its future values. This algorithm forecasts the behavior of time series based on similarity of pattern sequences. Initially, clustering is done with the labeling of samples from database. The labels associated with samples are then used for forecasting the future behaviour of time series data. The further technical details and references regarding PSF are discussed in Vignette.
How to cite:
Neeraj Bokde (2016). PSF: Forecasting of Univariate Time Series Using the Pattern Sequence-Based Forecasting (PSF) Algorithm. R package version 0.5, https://cran.r-project.org/web/packages/PSF. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.1 (2016-04-17 19:39), 0.1 (2016-03-25 14:48), 0.2.1 (2016-06-18 18:46), 0.3 (2016-08-19 21:05), 0.4 (2017-04-23 20:13)
Other packages that cited PSF R package
View PSF citation profile
Other R packages that PSF depends, imports, suggests or enhances
Complete documentation for PSF
Functions, R codes and Examples using the PSF R package
Some associated functions: plot.psf . predict.psf . psf . 
Some associated R codes: convert_datatype.R . optimum_k.R . optimum_w.R . psf.R . psf_plot.R . psf_predict.R . psf_predict_internal.R .  Full PSF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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