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An analysis of Asian airlines efficiency with two-stage TOPSIS and MCMCn generalized linear mixed models

机译:两阶段TOPSIS和MCMCn广义线性混合模型对亚洲航空公司效率的分析

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摘要

This study reports on the performance assessment of the Asian airlines using TOPSIS - a multi-criteria decision making technique - as the cornerstone method to compute efficiency scores. Subsequently, and observing indicators frequently found in literature, TOPSIS results on efficiency levels are combined with GLMM-MCMC methods to assess the impact of contextual variables on performance. The results reveal significant impacts of cost structure, ownership type, market positioning, and mileage pro
机译:这项研究报告了使用TOPSIS(一种多准则决策技术)作为计算效率得分的基础方法,对亚洲航空公司进行的绩效评估。随后,观察文献中经常发现的指标,将效率水平的TOPSIS结果与GLMM-MCMC方法结合起来,以评估上下文变量对绩效的影响。结果揭示了成本结构,所有权类型,市场定位和里程累积的重大影响

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