scholarly journals Reliability analysis for multi-level stress testing with Weibull regression model under the general progressively Type-II censored data

2018 ◽  
Vol 330 ◽  
pp. 28-40 ◽  
Author(s):  
Zaizai Yan ◽  
Tiefeng Zhu ◽  
Xiuyun Peng ◽  
Xiaoyan Li
2021 ◽  
Vol 2 (3) ◽  
pp. 10-18
Author(s):  
Mohammed Ahmed Al omari

Keeping in view the Bayesian approach, the study aims to develop methods through the utilization of Jeffreys prior and modified Jeffreys prior to the covariate obtained by using the Importance sampling technique. For maximum likelihood estimator, covariate parameters, and the shape parameter of Weibull regression distribution with the censored data of Type II will be estimated by the study. It is shown that the obtained estimators in closed forms are not available, but through the usage of appropriate numerical methods, they can be solved. The mean square error is the criterion of comparison. With the use of simulation, performances of these three estimates are assessed, bearing in mind different censored percentages, and various sizes of the sample.


2019 ◽  
Vol 13 (2) ◽  
Author(s):  
Elizabeth M. Hashimoto ◽  
Giovana O. Silva ◽  
Edwin M. M. Ortega ◽  
Gauss M. Cordeiro

2010 ◽  
Vol 54 (4) ◽  
pp. 1017-1035 ◽  
Author(s):  
Elizabeth M. Hashimoto ◽  
Edwin M.M. Ortega ◽  
Vicente G. Cancho ◽  
Gauss M. Cordeiro

The R Journal ◽  
2014 ◽  
Vol 6 (1) ◽  
pp. 31 ◽  
Author(s):  
Xiangdong Gu ◽  
David Shapiro ◽  
Michael,D. Hughes ◽  
Raji Balasubramanian

2021 ◽  
pp. 097215092098865
Author(s):  
Amare Wubishet Ayele ◽  
Abebaw Bizuayehu Derseh

The contributions of small and medium-sized enterprises (SMEs) to socio-economic development are generally recognized, but they have faced several obstacles that impede their sustainability. This manuscript seeks to identify factors for the survival of SMEs in the East Gojjam Zone, Ethiopia. The prospective study design was employed. Both descriptive and inferential statistics, particularly families of parametric survival regression models, have been used. Of the 650 enterprises included in this study, 330 (50.8%) were censored (sustained enterprises) and the remaining 320 (49.2%) were events or withdrawn enterprises. The findings of this study revealed that the incidence of termination or withdrawal of SMEs in the study area is relatively common. The results from multivariable Weibull regression model revealed that woreda, sector, manger profile (gender, age, educational status, experience (in year) and source of experience), working place, marketing channel and profitability district status of enterprise were found to be statistically significant factors for the sustainability of enterprises in the study area. The bodies concerned, in particular the enterprise administrative offices at various levels, should work with collaborative organizations to develop a strong marketing platform (network), should be able to make workplaces accessible with the required infrastructure at minimal rental costs, and should prioritize the type of sector that has the highest customer needs at the onset, for instance, agriculture and service sectors.


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