Other packages > Find by keyword >

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]
First Published: 2023-01-23
Latest Update: 2023-08-11
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 30 Apr. 2025.
Previous versions and publish date:
0.0.9 (2023-01-23 08:40), 0.1.0 (2023-08-08 22:20)
Other packages that cited MSinference R package
View MSinference citation profile
Other R packages that MSinference depends, imports, suggests or enhances
Complete documentation for MSinference
Downloads during the last 30 days
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for MSinference0246810121416182022TrendBars

Today's Hot Picks in Authors and Packages

eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
Download / Learn more Package Citations See dependency  
micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA