Data Envelopment Analysis

URI: https://gptkb.org/entity/Data_Envelopment_Analysis

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:scientific_research gptkb: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
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
https://www.w3.org/2000/01/rdf-schema#label	Data Envelopment Analysis