Browsing by Subject "Data envelopment analysis"
Now showing items 1-5 of 5
-
An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment
( 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
( 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. ... -
Data envelopment analysis and data mining to efficiency estimation and evaluation
( Emerald Group Publishing Ltd. , 2019 , Article)Purpose: This paper aims to assess the application of seven statistical and data mining techniques to second-stage data envelopment analysis (DEA) for bank performance. Design/methodology/approach: Different statistical ... -
Environmental efficiency of electric vehicles in Europe under various electricity production mix scenarios
( Elsevier Ltd , 2022 , Article)Decarbonizing residential transportation sector depends on the energy mix. A need for environmental efficiency of electric vehicles considering the life cycle impacts of electricity generation under different mix scenarios ... -
Inefficiency source tracking: evidence from data envelopment analysis and random forests
( 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 ...