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Analisis Penyelubungan Data Super-Efisien×DEA Bootstrap: Koreksi Bias dan Interval Kepercayaan untuk Skor Efisiensi×
BidangAnalisis EfisiensiAnalisis Efisiensi
KeluargaRegression modelRegression model
Tahun asal19931998
PencetusAndersen & PetersenSimar & Wilson
TipeNonparametric linear programming modelNonparametric efficiency estimation with bootstrap inference
Sumber perintisAndersen, P., & Petersen, N. C. (1993). A procedure for ranking efficient units in data envelopment analysis. Management Science, 39(10), 1261–1264. DOI ↗Simar, L., & Wilson, P. W. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Management Science, 44(1), 49–61. DOI ↗
AliasAndersen-Petersen Model, Super-Radial DEA, Ranking DEA, Süper Etkinlik VZABootstrapped DEA, DEA Bootstrap Inference, Simar-Wilson Bootstrap, Bootstrap Sınır Analizi
Terkait22
RingkasanSuper-Efficiency DEA is a nonparametric linear programming extension of classical Data Envelopment Analysis (DEA) introduced by Andersen and Petersen (1993). While standard DEA assigns a maximum efficiency score of 1.0 to all units on the efficient frontier, Super-Efficiency DEA allows efficient units to receive scores greater than 1.0 by temporarily removing the evaluated unit from the reference set. This modification enables full ranking of all decision-making units (DMUs), including those previously indistinguishable at the frontier.Bootstrap Data Envelopment Analysis (Bootstrap DEA) is a resampling-based extension of standard DEA that provides statistically valid inference for efficiency scores. Introduced by Simar and Wilson in 1998, it addresses the core weakness of classical DEA — its inability to quantify uncertainty in estimated scores — by constructing bootstrap confidence intervals and bias-corrected efficiency estimates from repeatedly resampled pseudo-frontiers.
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ScholarGateBandingkan metode: Super-Efficiency DEA · Bootstrap DEA. Diakses 2026-06-15 dari https://scholargate.app/id/compare