Monitoring mortality caused by COVID-19 using gamma-distributed variables based on generalized multiple dependent state sampling

Simple item page
dc.creatorAslam, Muhammad
dc.creatorRao, G. Srinivasa
dc.creatorSaleem, Muhammad
dc.creatorAhmad, Rehan
dc.creatorSherwani, Khan
dc.creatorJun, Chi-Hyuck
dc.date2021-08-31T08:26:55Z
dc.date2021-08-31T08:26:55Z
dc.date2021
dc.date.accessioned2022-10-20T13:09:29Z
dc.date.available2022-10-20T13:09:29Z
dc.descriptionFull text article. Also available at https://doi.org/10.1155/2021/6634887
dc.descriptionMore recently in statistical quality control studies, researchers are paying more attention to quality characteristics having nonnormal distributions. In the present article, a generalized multiple dependent state (GMDS) sampling control chart is proposed based on the transformation of gamma quality characteristics into a normal distribution. The parameters for the proposed control charts are obtained using in-control average run length (ARL) at specified shape parametric values for different specified average run lengths. The out-of-control ARL of the proposed gamma control chart using GMDS sampling is explored using simulation for various shift size changes in scale parameters to study the performance of the control chart. The proposed gamma control chart performs better than the existing multiple dependent state sampling (MDS) based on gamma distribution and traditional Shewhart control charts in terms of average run lengths. A case study with real-life data from ICU intake to death caused by COVID-19 has been incorporated for the realistic handling of the proposed control chart design.
dc.identifierAslam, M., Rao, G. S., Saleem, M., Sherwani, R. A. K., & Jun, C. H. (2021). Monitoring mortality caused by COVID-19 using gamma-distributed variables based on generalized multiple dependent state sampling. Computational and Mathematical Methods in Medicine, 2021.
dc.identifierDOI: https://doi.org/10.1155/2021/6634887
dc.identifierhttp://hdl.handle.net/20.500.12661/3306
dc.identifier.urihttp://hdl.handle.net/20.500.12661/3306
dc.languageen
dc.publisherHindawi
dc.subjectCOVID-19
dc.subjectGamma-distributed variables
dc.subjectGeneralized Multiple Dependent State
dc.subjectGMDS
dc.subjectMultiple Dependent State
dc.subjectMDS
dc.titleMonitoring mortality caused by COVID-19 using gamma-distributed variables based on generalized multiple dependent state sampling
dc.typeArticle

Files

Collections

Research Articles