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Indeks Produktywności Malmquista×Analiza obwiedni danych z ruchomym oknem×
DziedzinaAnaliza efektywnościAnaliza efektywności
RodzinaRegression modelRegression model
Rok powstania19941984
TwórcaFäre, Grosskopf, Norris & ZhangCharnes, Clark, Cooper & Golany
TypNon-parametric productivity indexNon-parametric panel efficiency model
Źródło pierwotneFäre, 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 ↗Charnes, A., Clark, C. T., Cooper, W. W., & Golany, B. (1984). A developmental study of data envelopment analysis in measuring the efficiency of maintenance units in the U.S. Air Forces. Annals of Operations Research, 2(1), 95–112. DOI ↗
Inne nazwyMPI, Malmquist Index, Malmquist DEA Productivity Index, Malmquist Verimlilik EndeksiSliding-Window DEA, Temporal DEA, Rolling-Period DEA, Pencere VZA
Pokrewne12
PodsumowanieThe 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).Window Data Envelopment Analysis (Window DEA) is a non-parametric panel efficiency method that evaluates decision-making units (DMUs) over time by embedding each DMU's observations across a rolling temporal window into a single cross-sectional DEA problem. Introduced by Charnes, Clark, Cooper, and Golany in 1984, it enables longitudinal efficiency tracking without requiring a full panel, increasing discriminatory power by pooling observations across consecutive periods.
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ScholarGatePorównaj metody: Malmquist Productivity Index · Window DEA. Pobrano 2026-06-18 z https://scholargate.app/pl/compare