Other packages > Find by keyword >

citsr  

Controlled Interrupted Time Series Analysis and Visualization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("citsr", "0.1.4")



Attach the package and use:
library("citsr")
Maintained by
Hanmin Gu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-12-22
Latest Update: 2025-12-22
Description:
Implements controlled interrupted time series (CITS) analysis for evaluating interventions in comparative time-series data. The package provides tools for preparing panel time-series datasets, fitting models using generalized least squares (GLS) with optional autoregressive–moving-average (ARMA) error structures, and computing fitted values and robust standard errors using cluster-robust variance estimators (CR2). Visualization functions enable clear presentation of estimated effects and counterfactual trajectories following interventions. Background on methods for causal inference in interrupted time series can be found in Linden and Adams (2011) <doi:10.1111/j.1365-2753.2010.01504.x> and Lopez Bernal, Cummins, and Gasparrini (2018) <doi:10.1093/ije/dyy135>.
How to cite:
Hanmin Gu (2025). citsr: Controlled Interrupted Time Series Analysis and Visualization. R package version 0.1.4, https://cran.r-project.org/web/packages/citsr. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-07-12 17:10), 0.1.3 (2025-12-22 18:20)
Other packages that cited citsr R package
View citsr citation profile
Other R packages that citsr depends, imports, suggests or enhances
Complete documentation for citsr
Functions, R codes and Examples using the citsr R package
Full citsr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
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  
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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