Browsing by Author "Bou-Hamad, Imad"
Now showing items 1-3 of 3
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An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment
Bou-Hamad, Imad; Anouze, Abdel Latef; Larocque,Denis ( Springer New York LLC , 2017 , Article)Performance evaluation is an important part in the management of any decision-making unit (DMU) as it identifies sources of managerial inefficiencies and provides a policy for inefficient DMUs to improve their efficiency. ... -
A cognitive analytics management framework to select input and output variables for data envelopment analysis modeling of performance efficiency of banks using random forest and entropy of information
Bou-Hamad, Imad; Anouze, Abdel Latef; Osman, Ibrahim H. ( Springer Nature , 2021 , Article)The efficiency of banks has a critical role in development of sound financial systems of countries. Data Envelopment Analysis (DEA) has witnessed an increase in popularity for modeling the performance efficiency of banks. ... -
Inefficiency source tracking: evidence from data envelopment analysis and random forests
Anouze, Abdel Latef; Bou-Hamad, Imad ( Springer Nature , 2021 , Article)In the present era of complex environments, banks operate in a more dynamic environment, which in turn, affects their relative efficiency. Traditional Data envelopment analysis (DEA) models are widely used to measure ...