Data Envelopment Analysis 資料包絡分析
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Updated
Aug 26, 2018 - Jupyter Notebook
Data Envelopment Analysis 資料包絡分析
Interactive Interface to Data Envelopment Analysis Modeling
Solving large scale DEA problems
Dynamic Slack Based Model Data Envelopment Analysis (DEA)
DEA_fun_v2 is a MATLAB function which calculates the deterministic/stochastic DEA efficiency scores for VRS/CRS with input/output orientations. Moreover, it calculates the tfpch for Deterministic/Stochastic Malmquisit index based on DEA models.
Data Envelopment Analysis with Bootstrap Method in R
Measures what software costs — money, time, energy, carbon — and which repositories turn that spend into verified capability. Pareto-first verdicts per change; Data Envelopment Analysis over CI telemetry per estate; SARIF out.
Wrapper class and functions to use pyDEA in Python scripts
Nature-Inspired DMU Selection and Evaluation in Data Envelopment Analysis
Replication code for "When and Why Do DEA and SFA Diverge?" (Journal of Productivity Analysis)
Tool to predict the efficiency of employees in workspace.
JuMP4DEA is a package for solving large-scale data envelopment analysis (DEA) problems
Collection of optimization models
Measuring healthcare spending vs. outcomes across 185 countries (2000-2021) with DEA, K-Means, and regression. The USA spends 5x more than the UAE for worse efficiency.
Focused Python library for slack-based DEA, undesirable outputs, environmental frontiers, and panel productivity analysis.
Implementation of Data Envelopment Analysis for Large-Scale Computations: This project demonstrates large-scale linear programming modeling.
the sustainability efficiency of Nestlé, Henkel, P&G & Unilever across 50+ ESG KPIs — reproducible pipeline, tests, and an honest note on the method's limits.
Auditable, typed data envelopment analysis for classical, economic, productivity, and multi-stage network models
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