Package: IMW 1.1
IMW: Incremental Moment Windows
Computes rolling statistics, including the mean, variance, skewness, and kurtosis, over moving windows. The package uses incremental algorithms to efficiently update statistics as new observations arrive, supporting both online computation and batch processing for time-series analysis and streaming data applications. Implemented in C++, the package provides a high-performance, header-only implementation that facilitates direct integration into other packages.
Authors:
IMW_1.1.tar.gz
IMW_1.1.zip(r-4.7-x86_64)IMW_1.1.zip(r-4.7-arm64)IMW_1.1.zip(r-4.6-x86_64)IMW_1.1.zip(r-4.6-arm64)
IMW_1.1.tar.gz(r-4.7-arm64)IMW_1.1.tar.gz(r-4.7-x86_64)IMW_1.1.tar.gz(r-4.6-arm64)IMW_1.1.tar.gz(r-4.6-x86_64)
IMW_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
IMW/json (API)
| # Install 'IMW' in R: |
| install.packages('IMW', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b13d63e210. Checks:10 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 73 | ||
| linux-devel-x86_64 | OK | 94 | ||
| source / vignettes | OK | 153 | ||
| linux-release-arm64 | OK | 74 | ||
| linux-release-x86_64 | OK | 89 | ||
| windows-devel-arm64 | OK | 177 | ||
| windows-devel-x86_64 | OK | 152 | ||
| windows-release-arm64 | OK | 199 | ||
| windows-release-x86_64 | OK | 77 | ||
| wasm-release | OK | 91 |
Exports:imwkurtosisskewnessuimwvariance
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Matrix Conversion | as.matrix.imw |
| Incremental Moment Windows | imw |
| An imw-object | imw-object |
| Rolling Kurtosis | kurtosis |
| Rolling Kurtosis | kurtosis.imw |
| Rolling Mean | mean.imw |
| Plot of rolling statistics | plot.imw |
| Rolling Skewness | skewness |
| Rolling Skewness | skewness.imw |
| Update Incremental Moment Windows | uimw |
| Rolling Variance | variance |
| Rolling Variance | variance.imw |
