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nhscancerwaits
View on CRAN: Click
here
Download and install nhscancerwaits package within the R console
Install from CRAN:
install.packages("nhscancerwaits")
Install from Github:
library("remotes")
install_github("cran/nhscancerwaits") Install by package version:
library("remotes")
install_version("nhscancerwaits", "1.0.2") Attach the package and use:
library("nhscancerwaits")
Maintained by
Muhammad Zahir Khan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-19
Latest Update: 2026-06-19
Description:
Provides tools for importing, harmonising, cleaning, analysing, benchmarking and visualising National Health Service (NHS) England Cancer Waiting Times data. The package supports national performance monitoring, provider-level benchmarking and cancer pathway comparisons through key performance indicator summaries, provider filtering, clustering analyses, mixed-effects regression models, variance decomposition, intraclass correlation coefficient estimation, adjusted provider performance estimation and sensitivity analyses. Functions are included for exploratory analysis, publication-ready visualisations and spreadsheet exports, supporting reproducible health services research, cancer services evaluation, quality improvement and assessment of waiting-time performance across healthcare organisations. Mixed-effects modelling functionality is based on Bates et al. (2015) <doi:10.18637/jss.v067.i01>. Multilevel modelling concepts and variance decomposition follow Gelman and Hill (2007, ISBN:9780521686891). Cancer Waiting Times definitions and reporting standards follow NHS England <https://www.england.nhs.uk/statistics/statistical-work-areas/cancer-waiting-times/>.
How to cite:
Muhammad Zahir Khan (2026). nhscancerwaits: NHS Cancer Waiting-Time Analysis, Benchmarking and Multilevel Modelling. R package version 1.0.2, https://cran.r-project.org/web/packages/nhscancerwaits. Accessed 25 Oct. 2026.
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