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Markovchart (version 2.1.5)

Markov Chain-Based Cost-Optimal Control Charts

Description

Functions for cost-optimal control charts with a focus on health care applications. Compared to assumptions in traditional control chart theory, here, we allow random shift sizes, random repair and random sampling times. The package focuses on X-bar charts with a sample size of 1 (representing the monitoring of a single patient at a time). The methods are described in Zempleni et al. (2004) , Dobi and Zempleni (2019) and Dobi and Zempleni (2019) .

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Version

Install

install.packages('Markovchart')

Monthly Downloads

224

Version

2.1.5

License

GPL

Maintainer

Balazs Dobi

Last Published

April 9th, 2022

Functions in Markovchart (2.1.5)

Markovchart

Cost-efficient X-bar control charts with fixed/random shift size, random repair and random sampling time.
LDL

Aggregated low-density-lipoprotein patient data for control chart applications
diabetes

Pseudonymised and randomised time series dataset of diabetes patients for control chart applications
Markovstat

Stationary distribution calculation for processes with fixed/random shift size, random repair and random sampling time.
plot.Markov_grid

Contour plot for Markov_grid control chart results.
Markovsim

Progression and monitoring simulation of a process with random shift size, random repair and random sampling time.