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DEA Bootstrap: Koreksi Bias dan Interval Kepercayaan untuk Skor Efisiensi×Analisis Envelopemen Data Jaringan (Network DEA)×
BidangAnalisis EfisiensiAnalisis Efisiensi
KeluargaRegression modelRegression model
Tahun asal19982000
PencetusSimar & WilsonFäre & Grosskopf
TipeNonparametric efficiency estimation with bootstrap inferenceMulti-stage nonparametric efficiency model
Sumber perintisSimar, L., & Wilson, P. W. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Management Science, 44(1), 49–61. DOI ↗Färe, R., & Grosskopf, S. (2000). Network DEA. Socio-Economic Planning Sciences, 34(1), 35–49. DOI ↗
AliasBootstrapped DEA, DEA Bootstrap Inference, Simar-Wilson Bootstrap, Bootstrap Sınır AnaliziNetwork Data Envelopment Analysis, Network Efficiency Analysis, Multi-Stage DEA, Ağ Veri Zarflama Analizi
Terkait22
RingkasanBootstrap 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.Network Data Envelopment Analysis (Network DEA) is a nonparametric efficiency measurement framework introduced by Färe and Grosskopf (2000) that extends classical DEA to multi-stage or multi-division production processes. Rather than treating a decision-making unit as a black box, it explicitly models the internal structure — the divisions and the intermediate products that flow between them — enabling stage-level and overall efficiency scores to be estimated simultaneously within a single coherent model.
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ScholarGateBandingkan metode: Bootstrap DEA · Network DEA. Diakses 2026-06-15 dari https://scholargate.app/id/compare