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MSinference  

Multiscale Inference for Nonparametric Time Trend(s)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MSinference", "0.2.1")



Attach the package and use:
library("MSinference")
Maintained by
Marina Khismatullina
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-23
Latest Update: 2024-08-21
Description:
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) , Khismatullina and Vogt (2022) and Khismatullina and Vogt (2023) for more details on theory and applications.
How to cite:
Marina Khismatullina (2023). MSinference: Multiscale Inference for Nonparametric Time Trend(s). R package version 0.2.1, https://cran.r-project.org/web/packages/MSinference. Accessed 11 Mar. 2026.
Previous versions and publish date:
0.0.9 (2023-01-23 08:40), 0.1.0 (2023-08-08 22:20)
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Complete documentation for MSinference
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