TEMIR YO‘L SANOATI KORXONALARIDA ISHLAB CHIQARISH SAMARADORLIGINI BAHOLASHNING «BAYES–DEA–MONTE-KARLO» GIBRID MODELI

The paper proposes a hybrid «Bayes–DEA–Monte Carlo» (BDM) model integrating a Bayesian stochastic frontier specification, CRS/VRS DEA decomposition and Monte Carlo sensitivity analysis. On a 2015–2025 panel the gap relative to the global frontier amounts to 29.0–36.3 %. At “TMZ” and “QMZ”, this is almost entirely attributable to the scale factor (0.363 and 0.334, respectively), whereas at “TYVQTZ”, it is attributable to both the scale factor and the pure technical factor (0.221 and 0.088, respectively). Since the economic nature of the gap differs across enterprises, a uniform digitalisation solution is economically unjustified

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Journal
Ilgʻor iqtisodiyot va pedagogik texnologiyalar.
Published
2026-11-09
DOI
https://doi.org/10.60078/3060-4842-2026-vol3-iss5-pp835-839
Primary Topic
Efficiency Analysis Using DEA
Type
article
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article

TEMIR YO‘L SANOATI KORXONALARIDA ISHLAB CHIQARISH SAMARADORLIGINI BAHOLASHNING «BAYES–DEA–MONTE-KARLO» GIBRID MODELI

Kholbutaeva Shakhnoza Abduvalievna
Ilgʻor iqtisodiyot va pedagogik texnologiyalar.
Efficiency Analysis Using DEA
article

TEMIR YO‘L SANOATI KORXONALARIDA ISHLAB CHIQARISH SAMARADORLIGINI BAHOLASHNING «BAYES–DEA–MONTE-KARLO» GIBRID MODELI

Kholbutaeva Shakhnoza Abduvalievna
article en

Abstract

The paper proposes a hybrid «Bayes–DEA–Monte Carlo» (BDM) model integrating a Bayesian stochastic frontier specification, CRS/VRS DEA decomposition and Monte Carlo sensitivity analysis. On a 2015–2025 panel the gap relative to the global frontier amounts to 29.0–36.3 %. At “TMZ” and “QMZ”, this is almost entirely attributable to the scale factor (0.363 and 0.334, respectively), whereas at “TYVQTZ”, it is attributable to both the scale factor and the pure technical factor (0.221 and 0.088, respectively). Since the economic nature of the gap differs across enterprises, a uniform digitalisation solution is economically unjustified

Ilgʻor iqtisodiyot va pedagogik texnologiyalar.Vol. 3(5)
Tashkent State University of Economics (UZ)
Efficiency Analysis Using DEA
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