MSinference: Multiscale Inference for Nonparametric Time Trend(s)
Performs a multiscale analysis of a nonparametric
regression or nonparametric regressions with time series errors. In case
of one regression, with the help of this package it is possible to detect
the regions where the trend function is increasing or decreasing.
In case of multiple regressions, the test identifies regions where
the trend functions are different from each other. See
Khismatullina and Vogt (2020) <doi:10.1111/rssb.12347>,
Khismatullina and Vogt (2022) <doi:10.48550/arXiv.2209.10841> and
Khismatullina and Vogt (2023) <doi:10.1016/j.jeconom.2021.04.010>
for more details on theory and applications.
| Version: |
0.0.9 |
| Depends: |
R (≥ 2.10) |
| Imports: |
Rcpp (≥ 1.0.9), Rdpack, foreach, parallel, doParallel |
| LinkingTo: |
Rcpp |
| Suggests: |
knitr, rmarkdown |
| Published: |
2023-01-23 |
| Author: |
Marina Khismatullina [aut, cre],
Michael Vogt [aut] |
| Maintainer: |
Marina Khismatullina <khismatullina at ese.eur.nl> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| CRAN checks: |
MSinference results |
Documentation:
Downloads:
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