Other packages > Find by keyword >

flowz  

Local Latent Flow Forecasting with Empirical Calibration
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("flowz", "0.1.0")



Attach the package and use:
library("flowz")
Maintained by
Giancarlo Vercellino
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-10-18
Latest Update: 2026-10-18
Description:
Fits conditional flow-matching models to univariate time series. Combines a selectable exponentially weighted moving average (EWMA), autoregressive integrated moving average (ARIMA), autoregressive fractionally integrated moving average (ARFIMA), or structural time-series baseline with direct multi-step residual paths and a random-feature extreme learning machine (ELM) velocity field. Spectral dispersion calibration uses a chronological calibration block, with a separate test block for forecast scoring. Provides simulated forecast paths and smooth marginal distributions. Methodological background is given by Lipman et al. (2023) <doi:10.48550/arXiv.2210.02747>, Huang et al. (2006) <doi:10.1016/j.neucom.2005.12.126>, Hyndman and Khandakar (2008) <doi:10.18637/jss.v027.i03>, and Haslett and Raftery (1989) <doi:10.2307/2347679>.
How to cite:
Giancarlo Vercellino (2026). flowz: Local Latent Flow Forecasting with Empirical Calibration. R package version 0.1.0, https://cran.r-project.org/web/packages/flowz. Accessed 25 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited flowz R package
View flowz citation profile
Other R packages that flowz depends, imports, suggests or enhances
Complete documentation for flowz
Functions, R codes and Examples using the flowz R package
Full flowz package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
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