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MSinference
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]
[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 10 Aug. 2026.
Previous versions and publish date:
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Other R packages that MSinference depends,
imports, suggests or enhances
Complete documentation for MSinference
Functions, R codes and Examples using
the MSinference R package
Some associated functions: ar_coef . compute_minimal_intervals . compute_quantiles . compute_quantiles_2 . compute_statistics . construct_grid . construct_weekly_grid . corrections . covid . emp_acf . estimate_lrv . msinference-package . multiscale_test . plot_sizer_map . select_order . temperature . variance_eta .
Some associated R codes: RcppExports.R . compute_minimal_intervals.R . compute_quantiles.R . compute_quantiles_2.R . compute_statistics.R . construct_grid.R . data.R . estimate_lrv.R . msinference-package.R . multiscale_test.R . plot_sizer_map.R . select_order.R . Full MSinference package functions and examples
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