Package: Rfssa 3.1.0

Rfssa: Functional Singular Spectrum Analysis

Methods and tools for implementing functional singular spectrum analysis and related techniques.

Authors:Hossein Haghbin [aut, cre], Jordan Trinka [aut], Seyed Morteza Najibi [aut], Mehdi Maadooliat [aut]

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Rfssa.pdf |Rfssa.html✨
Rfssa/json (API)
NEWS

# Install 'Rfssa' in R:

install.packages('Rfssa', repos = c('https://haghbinh.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/haghbinh/rfssa/issues

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

Callcenter - Callcenter Dataset: Number of Calls for a Bank
Montana - Montana Intraday Temperature Curves and NDVI Images Data Set

On CRAN:

15 exports 7 stars 2.06 score 160 dependencies 19 scripts 283 downloads

Last updated 8 months agofrom:3a779a49af. Checks:OK: 1 NOTE: 8. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 03 2024
R-4.5-win-x86_64	NOTE	Sep 03 2024
R-4.5-linux-x86_64	NOTE	Sep 03 2024
R-4.4-win-x86_64	NOTE	Sep 03 2024
R-4.4-mac-x86_64	NOTE	Sep 03 2024
R-4.4-mac-aarch64	NOTE	Sep 03 2024
R-4.3-win-x86_64	NOTE	Sep 03 2024
R-4.3-mac-x86_64	NOTE	Sep 03 2024
R-4.3-mac-aarch64	NOTE	Sep 03 2024

Exports:as.funts eval.funts fforecast fpredinterval freconstruct fssa funts is.funts launchApp loadAustinData loadCallcenterData loadJambiData loadMontanaData loadUtqiagvikData plotly_funts

Dependencies:abind ash askpass backports base64enc bitops boot bslib cachem checkmate class cli cluster colorspace commonmark cpp11 crayon crosstalk curl cvar data.table deSolve digest dplyr e1071 ecp evaluate evgam fansi farver fastICA fastmap fBasics fda fdapace fds fGarch FNN fontawesome forecast foreign Formula fracdiff fs ftsa gbutils generics geometry ggplot2 glue GPArotation gridExtra gss gtable hdrcde highr Hmisc htmlTable htmltools htmlwidgets httpuv httr isoband jquerylib jsonlite kernlab KernSmooth knitr ks labeling LaplacesDemon later lattice lazyeval lifecycle linprog Lmoments lmtest locfit lpSolve magic magrittr markdown MASS Matrix mclust memoise mgcv mime mnormt multicool munsell mvtnorm nlme nnet numDeriv openssl pcaPP pdfCluster pillar pkgconfig plotly pracma promises proxy psych purrr quadprog quantmod R6 rainbow rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen RcppProgress RCurl Rdpack rlang rmarkdown ROOPSD rpart RSpectra Rssa rstudioapi sandwich sass scales sde shiny sourcetools spatial stabledist stringi stringr strucchange svd sys tibble tidyr tidyselect timeDate timeSeries tinytex tseries TTR urca utf8 vars vctrs viridis viridisLite withr xfun xtable xts yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Subtract `funts` Objects or a `funts` Object and a Scalar	-.funts
Indexing into Functional Time Series	[.funts
Scalar Multiplication of Functional Time Series (funts)	*.funts
Addition of Functional Time Series	+.funts
Convert Object to a funts	as.funts
Callcenter Dataset: Number of Calls for a Bank	Callcenter
Evaluate a Functional Time Series (funts) Object on a Given Grid	eval.funts
Functional Singular Spectrum Analysis Recurrent and Vector Forecasting	fforecast
FSSA Forecasting Bootstrap Prediction Interval	fpredinterval
Reconstruction Stage of Functional Singular Spectrum Analysis	freconstruct
Functional Singular Spectrum Analysis (FSSA)	fssa
Functional Time Series (funts) Class	funts
Check if an object is of class 'funts'	is.funts
Launch Shiny Application for FSSA Demonstration	launchApp
Length of Functional Time Series	length.funts
Load Austin Temperature Data from GitHub Repository	loadAustinData
Load Callcenter Data from GitHub Repository	loadCallcenterData
Load Jambi MODIS Data from GitHub Repository	loadJambiData
Load Montana Data from GitHub Repository	loadMontanaData
Load Utqiagvik Temperature Data from GitHub Repository	loadUtqiagvikData
Montana Intraday Temperature Curves and NDVI Images Data Set	Montana
Plot Method for FSSA Forecast (fforecast) Class	plot.fforecast
Plot Functional Singular Spectrum Analysis Objects	plot.fssa
Plot Functional Time Series (funts) Data	plot.funts
Plot Functional Time Series (funts) with Plotly	plotly_funts
Custom Print Method for FSSA Forecast (fforecast) class	print.fforecast
Custom Print Method for Functional Time Series (funts) Objects	print.funts