Package: SemiparMF 1.0.0
Jezzu Morrisen Quimosing
SemiparMF: Semiparametric Spatiotemporal Model with Mixed Frequencies
Fits a semiparametric spatiotemporal model for data with mixed frequencies, specifically where the response variable is observed at a lower frequency than some covariates. The estimation uses an iterative backfitting algorithm that combines a non-parametric smoothing spline for high-frequency data, parametric estimation for low-frequency and spatial neighborhood effects, and an autoregressive error structure. Methodology based on Malabanan, Lansangan, and Barrios (2022) <https://scienggj.org/2022/SciEnggJ%202022-vol15-no02-p90-107-Malabanan%20et%20al.pdf>.
Authors:
SemiparMF_1.0.0.tar.gz
SemiparMF_1.0.0.zip(r-4.7)SemiparMF_1.0.0.zip(r-4.6)SemiparMF_1.0.0.zip(r-4.5)
SemiparMF_1.0.0.tgz(r-4.6-any)SemiparMF_1.0.0.tgz(r-4.5-any)
SemiparMF_1.0.0.tar.gz(r-4.7-any)SemiparMF_1.0.0.tar.gz(r-4.6-any)
SemiparMF_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SemiparMF/json (API)
NEWS
| # Install 'SemiparMF' in R: |
| install.packages('SemiparMF', repos = c('https://jzeuzs.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jzeuzs/semiparmf/issues
Pkgdown/docs site:https://semiparmf.j3z.dev
mixed-frequency-datasemiparametric-modelsspatiotemporal-modelingstatistics
Last updated from:db6585a25e. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 117 | ||
| source / vignettes | OK | 204 | ||
| linux-release-x86_64 | OK | 119 | ||
| macos-release-arm64 | OK | 146 | ||
| macos-oldrel-arm64 | OK | 140 | ||
| windows-devel | OK | 75 | ||
| windows-release | OK | 65 | ||
| windows-oldrel | OK | 68 | ||
| wasm-release | OK | 110 |
Exports:semiparMFsimulate_semipar_data
Dependencies:bootclassclassIntDBIdeldire1071KernSmoothlatticeMASSproxyRcpps2sfspspDataspdepunitswk
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot Convergence History | plot.semiparMF |
| Predict Method for SemiparMF | predict.semiparMF |
| Print Method for SemiparMF | print.semiparMF |
| Print Summary for SemiparMF | print.summary.semiparMF |
| Fit Semiparametric Spatiotemporal Model with Mixed Frequencies | semiparMF |
| Simulate Spatiotemporal Mixed Frequency Data | simulate_semipar_data |
| Summary Method for SemiparMF | summary.semiparMF |