TY - JOUR
T1 - Economic statistical design of a multivariate control chart under a Burr XII shock model with multiple assignable causes
AU - Saadatmelli, Aitin
AU - Seif, A.
AU - Moghadam, M. Bameni
AU - Faraz, A.
PY - 2018/7/24
Y1 - 2018/7/24
N2 - Control charts show the distinction between the random and assignable causes of variation in a process. The real process may be affected by many characteristics and several assignable causes. Therefore, the economic statistical design of multiple control chart under Burr XII shock model with multiple assignable causes can be an appropriate candidate model. In this paper, we develop a cost model based on the optimization of the average cost per unit of time. Indeed, the cost model under the influence of a single match case assignable cause and multiple assignable causes under a same cost and time parameters were compared. Besides, a sensitivity analysis was also presented in which the changeability of loss-cost and design parameters were evaluated based on the changes in cost, time and Burr XII distribution parameters.
AB - Control charts show the distinction between the random and assignable causes of variation in a process. The real process may be affected by many characteristics and several assignable causes. Therefore, the economic statistical design of multiple control chart under Burr XII shock model with multiple assignable causes can be an appropriate candidate model. In this paper, we develop a cost model based on the optimization of the average cost per unit of time. Indeed, the cost model under the influence of a single match case assignable cause and multiple assignable causes under a same cost and time parameters were compared. Besides, a sensitivity analysis was also presented in which the changeability of loss-cost and design parameters were evaluated based on the changes in cost, time and Burr XII distribution parameters.
KW - adjusted average time to signal
KW - average false alarm
KW - Burr XII distribution
KW - control chart
KW - Economic statistical design
KW - multiple assignable causes
KW - shock model
UR - http://www.scopus.com/inward/record.url?scp=85044291230&partnerID=8YFLogxK
U2 - 10.1080/00949655.2018.1450877
DO - 10.1080/00949655.2018.1450877
M3 - Article
AN - SCOPUS:85044291230
SN - 0094-9655
VL - 88
SP - 2111
EP - 2136
JO - Journal of Statistical Computation and Simulation
JF - Journal of Statistical Computation and Simulation
IS - 11
ER -