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>.
| Version: | 1.0.0 |
| Imports: | graphics, sf, spdep, stats, utils |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-02-03 |
| DOI: | 10.32614/CRAN.package.SemiparMF (may not be active yet) |
| Author: | Jezzu Morrisen Quimosing
 [aut, cre,
cph] |
| Maintainer: | Jezzu Morrisen Quimosing <mail at j3z.dev> |
| BugReports: | https://github.com/jzeuzs/SemiparMF/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/jzeuzs/SemiparMF, https://semiparmf.j3z.dev |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | SemiparMF results |
Documentation:
| Reference manual: | SemiparMF.html , SemiparMF.pdf |
Downloads:
| Package source: | SemiparMF_1.0.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): SemiparMF_1.0.0.tgz, r-oldrel (x86_64): SemiparMF_1.0.0.tgz |
Linking:
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