Data Envelopment Analysis

GPTKB entity

Statements (53)
Predicate Object
gptkbp:instanceOf scientific research
efficiency analysis technique
gptkbp:analyzes decision making units
gptkbp:application gptkb:government
gptkb:transportation
banking
education
healthcare
manufacturing
gptkbp:assumes convexity of production possibility set
gptkbp:basedOn linear programming
gptkbp:canBe input-oriented
non-oriented
output-oriented
gptkbp:compatibleWith functional form specification
predefined weights
gptkbp:contrastsWith multiple outputs
multiple inputs
gptkbp:developedBy gptkb:William_W._Cooper
gptkb:Abraham_Charnes
gptkb:Edwardo_Rhodes
gptkbp:fileExtension gptkb:Dynamic_DEA
gptkb:Fuzzy_DEA
gptkb:Malmquist_index
gptkb:Network_DEA
gptkb:Stochastic_DEA
gptkb:Super-efficiency_DEA
Cross-efficiency DEA
Two-stage DEA
Window analysis
gptkbp:hasModel gptkb:Additive_model
gptkb:BCC_model
gptkb:Slacks-based_measure
CCR model
https://www.w3.org/2000/01/rdf-schema#label Data Envelopment Analysis
gptkbp:introducedIn 1978
gptkbp:limitation sensitive to outliers
does not account for statistical noise
efficiency is relative
requires homogeneous units
gptkbp:measures relative efficiency
gptkbp:output peer group
efficiency score
reference set
slack values
gptkbp:relatedTo gptkb:Stochastic_Frontier_Analysis
Frontier analysis
gptkbp:usedIn economics
management science
operations research
performance measurement
gptkbp:bfsParent gptkb:William_W._Cooper
gptkbp:bfsLayer 7