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Continuous time control charts (CTCUSUM (Biswas & Kalbfleisch 2008), CTGLR, CTMAXGLR) as well as the Bernoulli CUSUM, Funnel Plots and data generation using Poisson arrivals and Cox PH survival times.

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Success example

arXiv

This repository aims to make the results from CGR-CUSUM: A Continuous time Generalized Rapid Response Cumulative Sum chart reproducible. There are three directories, two of which allow for exact reproducibility of results (ARL_simulations and LROI_appl_sim). The directory Reproducible_example demonstrates a simple example of the approaches using the publicly available package success on a simulated data set.

The three subdirectories are described in more detail below.

ARL_simulations

In this directory the code is contained to perform the simulations in Section 4.1 of CGR-CUSUM: A Continuous time Generalized Rapid Response Cumulative Sum chart. Click the directory for more information.

LROI_appl_sim

In this directory the code is contained to perform the real-life data application in Section 3 and the simulation study in Section 4.2 of CGR-CUSUM: A Continuous time Generalized Rapid Response Cumulative Sum chart. Click the directory for more information.

Reproducible_example

The aim of this directory is to provide users with a simple example of how to perform simulation studies similar to the studies performed in the two above directories using the success package. The example is facilitated by an enclosed data set containing simulated data.

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Continuous time control charts (CTCUSUM (Biswas & Kalbfleisch 2008), CTGLR, CTMAXGLR) as well as the Bernoulli CUSUM, Funnel Plots and data generation using Poisson arrivals and Cox PH survival times.

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