ScholarGate
Assistent

Jämför metoder

Granska de valda metoderna sida vid sida; rader som skiljer sig är markerade.

Bootstrap DEA: Skattning av bias och konfidensintervall för effektivitetsmått×Malmquist produktivitetsindex×
ÄmnesområdeEffektivitetsanalysEffektivitetsanalys
FamiljRegression modelRegression model
Ursprungsår19981994
UpphovspersonSimar & WilsonFäre, Grosskopf, Norris & Zhang
TypNonparametric efficiency estimation with bootstrap inferenceNon-parametric productivity index
UrsprungskällaSimar, 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 ↗
AliasBootstrapped DEA, DEA Bootstrap Inference, Simar-Wilson Bootstrap, Bootstrap Sınır AnaliziMPI, Malmquist Index, Malmquist DEA Productivity Index, Malmquist Verimlilik Endeksi
Närliggande21
SammanfattningBootstrap 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).
ScholarGateDatamängd
  1. v1
  2. 1 Källor
  3. PUBLISHED
  1. v1
  2. 2 Källor
  3. PUBLISHED

Gå till sökningen Ladda ner bildspel

ScholarGateJämför metoder: Bootstrap DEA · Malmquist Productivity Index. Hämtad 2026-06-18 från https://scholargate.app/sv/compare