Other packages > Find by keyword >

deseats  

Data-Driven Locally Weighted Regression for Trend and Seasonality in TS
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("deseats", "1.1.0")



Attach the package and use:
library("deseats")
Maintained by
Dominik Schulz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-08
Latest Update: 2023-11-08
Description:
Various methods for the identification of trend and seasonal components in time series (TS) are provided. Among them is a data-driven locally weighted regression approach with automatically selected bandwidth for equidistant short-memory time series. The approach is a combination / extension of the algorithms by Feng (2013) and Feng, Y., Gries, T., and Fritz, M. (2020) and a brief description of this new method is provided in the package documentation. Furthermore, the package allows its users to apply the base model of the Berlin procedure, version 4.1, as described in Speth (2004) . Permission to include this procedure was kindly provided by the Federal Statistical Office of Germany.
How to cite:
Dominik Schulz (2023). deseats: Data-Driven Locally Weighted Regression for Trend and Seasonality in TS. R package version 1.1.0, https://cran.r-project.org/web/packages/deseats. Accessed 08 Mar. 2025.
Previous versions and publish date:
1.0.0 (2023-11-08 20:50)
Other packages that cited deseats R package
View deseats citation profile
Other R packages that deseats depends, imports, suggests or enhances
Complete documentation for deseats
Functions, R codes and Examples using the deseats R package
Some associated functions: BV4.1 . CIVLABOR . CONSUMPTION . COVID . DEATHS . ENERGY . EXPENDITURES . GDP . HOUSES . LIVEBIRTHS . NOLABORFORCE . RAINFALL . RETAIL . SAVINGS . SUNSHINE . TEMPERATURE . animate-deseats-method . animate . arma_to_ar . arma_to_ma . autoplot-decomp-method . autoplot-deseats_fc-method . autoplot-hfilter-method . bwidth-deseats-method . bwidth_confint . create.gain . deseats-package . deseats . expo-deseats_fc-method . expo . fitted-hfilter-method . gain-deseats-method . gain . hA_calc . hamilton_filter . llin_decomp . lm_decomp . ma_decomp . measures . order_poly-smoothing_options-method . order_poly . plot-decomp-method . plot-deseats_fc-method . plot-hfilter-method . predict-s_semiarma-method . read_ts . runDecomposition . s_semiarma . select_bwidth . set_options . show-deseats-method . show-s_semiarma-method . show-smoothing_options-method . trend-decomp-method . trend . zoo_to_ts . 
Some associated R codes: AttachMessage.R . RcppExports.R . accuracy_measures.R . arima_no_warn.R . bwidth_bootstrap.R . class-bv41.R . class-decomp.R . class-deseats.R . class-deseats_fc.R . class-hfilter.R . class-llindecomp.R . class-lmdecomp.R . class-madecomp.R . class-s_semiarma.R . class-smoothing_options.R . data_documentation.R . deseats-package.R . fitting_functions.R . forecasting_functions.R . gain_function.R . generics.R . hA_calc.R . helper_functions.R . linear_filters.R . runDecomposition.R . subplot_functions.R . ts_conversion.R .  Full deseats package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

LAWBL  
Latent (Variable) Analysis with Bayesian Learning
A variety of models to analyze latent variables based on Bayesian learning: the partially CFA (Chen, ...
Download / Learn more Package Citations See dependency  
batchscr  
Batch Script Helpers
Handy frameworks, such as error handling and log generation, for batch scripts. Use case: in script ...
Download / Learn more Package Citations See dependency  
modest  
Model-Based Dose-Escalation Trials
User-friendly Shiny apps for designing and evaluating phase I cancer clinical trials, with the aim t ...
Download / Learn more Package Citations See dependency  
kdist  
K-Distribution and Weibull Paper
Density, distribution function, quantile function and random generation for the K-distribution. A p ...
Download / Learn more Package Citations See dependency  
varbin  
Optimal Binning of Continuous and Categorical Variables
Tool for easy and efficient discretization of continuous and categorical data. The package calculat ...
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  

23,794

R Packages

206,711

Dependencies

64,305

Author Associations

23,781

Publication Badges

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