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Bootstrap DEA×Index produktivity Malmquist×
OdborAnalýza efektívnostiAnalýza efektívnosti
RodinaRegression modelRegression model
Rok vzniku19981994
TvorcaSimar & WilsonFäre, Grosskopf, Norris & Zhang
TypNonparametric efficiency estimation with bootstrap inferenceNon-parametric productivity index
Pôvodný zdrojSimar, 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., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83. link ↗
Ďalšie názvyBootstrapped DEA, DEA Bootstrap Inference, Simar-Wilson Bootstrap, Bootstrap Sınır AnaliziMPI, Malmquist Index, Malmquist DEA Productivity Index, Malmquist Verimlilik Endeksi
Príbuzné21
ZhrnutieBootstrap 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.The Malmquist Productivity Index (MPI) is a non-parametric measure of total factor productivity (TFP) change over time. Formally grounded in distance functions by Caves, Christensen, and Diewert (1982) and operationalized using Data Envelopment Analysis by Färe, Grosskopf, Norris, and Zhang (1994), MPI decomposes productivity growth into two components: efficiency change (catching-up to the frontier) and technical change (shift of the frontier itself).
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ScholarGatePorovnať metódy: Bootstrap DEA · Malmquist Productivity Index. Získané 2026-06-18 z https://scholargate.app/sk/compare