Other packages > Find by keyword >

CRBHSF  

Cyber-Resilient Bayesian Healthcare Surveillance Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CRBHSF", "0.1.0")



Attach the package and use:
library("CRBHSF")
Maintained by
Muhammad Zahir Khan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-24
Latest Update: 2026-06-24
Description:
Provides methods for healthcare performance surveillance using Bayesian risk estimation, latent organisational trust modelling, cyber-resilience assessment, external validation, decision-theoretic optimisation, and digital-twin deployment simulation. The package supports prospective deterioration monitoring, uncertainty-aware risk assessment, intervention prioritisation, ablation analysis, and operational evaluation for healthcare performance management and health system resilience research. The methodological framework is informed by contemporary guidance on prediction model development and validation (Efthimiou et al., 2024 <doi:10.1136/bmj-2023-078276>), transparent reporting of prediction models (Collins et al., 2024 <doi:10.1136/bmj-2023-078378>), and decision-analytic model evaluation (Vickers and Elkin, 2006 <doi:10.1177/0272989X06295361>).
How to cite:
Muhammad Zahir Khan (2026). CRBHSF: Cyber-Resilient Bayesian Healthcare Surveillance Framework. R package version 0.1.0, https://cran.r-project.org/web/packages/CRBHSF. Accessed 05 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited CRBHSF R package
View CRBHSF citation profile
Other R packages that CRBHSF depends, imports, suggests or enhances
Complete documentation for CRBHSF
Functions, R codes and Examples using the CRBHSF R package
Full CRBHSF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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