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", "0.1.3")



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 0.1.3, https://cran.r-project.org/web/packages/citsr. Accessed 04 Jul. 2026.
Previous versions and publish date:
No previous versions
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

missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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