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The Table Auto-Regressive Moving-Average Model for (Categorical) Stationary Series: Mathematical Perspectives (Invertibility;Maximum Likelihood Estimation)
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作者 Chrysoula Dimitriou-Fakalou 《Open Journal of Statistics》 2022年第3期385-407,共23页
Once invertibility for a causal TARMA series is defined and accompanied by conditions on the probability parameters of the model, all focus concentrates on the maximum likelihood estimators. Under the coexistence of e... Once invertibility for a causal TARMA series is defined and accompanied by conditions on the probability parameters of the model, all focus concentrates on the maximum likelihood estimators. Under the coexistence of essential causality and invertibility, the estimators are shown to be convergent to the real values and asymptotically obedient to the Gaussian distribution: their variance matrix identifies with a classic result. Some real-like examples are simulated and simplification attempts include the derivation of the non-parametric chi-square test extension for stationary TAR series. 展开更多
关键词 Asymptotic Normality CONSISTENCY scores efficiency Strict Stationarity
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Application of Transformed Two-Stage Network DEA to Strategic Design of Biofuel Supply Chain Network
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作者 Jae-Dong Hong 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2023年第2期129-151,共23页
This paper proposes an innovative procedure for designing efficient biomass-biofuel logistics networks(BBLNs).This procedure is based on the two-stage network data envelopment analysis(TSN-DEA)models that have been de... This paper proposes an innovative procedure for designing efficient biomass-biofuel logistics networks(BBLNs).This procedure is based on the two-stage network data envelopment analysis(TSN-DEA)models that have been developed to provide specific process guidance for the managers to improve the efficiency of the decision-making unit(DMU)with the TSN process.The crucial issue of the TSN-DEA is that the overall efficiency score depends on the DMUs under evaluation.Thus,the rankings for the DMUs generated by the TSN-DEA model are inconsistent.As a result,the TSN-DEA-based ranking methods are limited.The TSN-DEA’s inconsistency frequently makes it difficult for decision-makers to select the top-rated DMUs.We develop the transformed TSN(T-TSN)DEA method by applying the multi-criteria DEA model to overcome this issue.The proposed method transforms the DMUs with any number of inputs,intermediate measures,and outputs in the TSN process,through the multi-objective programming model with a minimax objective approach,into the DMUs with two inputs and one output in the single-stage network(SSN)process.Then,the well-known DEA methods for the SSN,such as the cross-efficiency and super-efficiency DEA methods,can be applied to evaluate and rank the transformed DMUs more consistently.We exhibit the applicability of the proposed approach for the BBLN design problem.A case study of South Carolina in the USA demonstrates that the proposed method performs well in identifying efficient BBLN schemes more consistently than the traditional TSN-DEA. 展开更多
关键词 Biomass-biofuel logistics network two-stage network data envelopment analysis efficiency score decision-making unit multiple criteria
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哈长城市群环境生态效率及其影响因素分析——基于非期望SBM-Shannon Entropy模型 被引量:3
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作者 尚海潮 付应雄 +2 位作者 陈维国 刘雨佳 于瑛英 《数学的实践与认识》 2021年第4期264-275,共12页
选取哈长城市群的10个城市作为研究对象,利用2006-2015年的面板数据,测算哈长城市群各城市生态效率并分析影响生态效率的因素.首先运用非期望产出的SBM-Shannon Entropy模型计算各市的生态效率CES得分(Comprehensive Efficiency Score,C... 选取哈长城市群的10个城市作为研究对象,利用2006-2015年的面板数据,测算哈长城市群各城市生态效率并分析影响生态效率的因素.首先运用非期望产出的SBM-Shannon Entropy模型计算各市的生态效率CES得分(Comprehensive Efficiency Score,CES),然后构建Tobit回归模型对CES得分的影响因素进行分析.研究结果表明:哈长城市群2006-2015年生态效率CES得分均值在2011-2014年呈下降趋势,2015年有所回升;其中,大庆市、松原市和绥化市生态效率CES得分均值较高,而牡丹江市、吉林市以及辽源市得分均值在0.5以下.回归分析表明:经济发展水平、地区因素、产业结构、地区对外开放程度、科学技术及企业的管理能力对哈长城市群生态效率CES有显著影响. 展开更多
关键词 生态效率 数据包络分析 非期望SBM-Shannon Entropy模型 综合效率得分(Comprehensive efficiency score CES) TOBIT回归模型
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Assessment of Local Public Finance Performance in China When Undesirable Fiscal Phenomena are Taken into Account 被引量:3
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作者 Shujian Zhang Jun Zhang Shiyi Chen 《China & World Economy》 SCIE 2012年第6期82-101,共20页
Making use of the data envelopment analysis (DEA) technique and taking undesirable fiscal phenomena into account, this paper comprehensively quantifies the public fnance performance of local governments in China dur... Making use of the data envelopment analysis (DEA) technique and taking undesirable fiscal phenomena into account, this paper comprehensively quantifies the public fnance performance of local governments in China during the course of fiscal decentralization reform. The introduction of undesirable fiscal outcomes into this assessment makes it possible to identify meaningful and informative characteristics of local public finance performance in China. When reforms are first implemented, local pubIic financial performance improves because undesirable fiscal phenomena have not yet become too serious. The tax sharing system reform did not work well in its early stages, and negatively impacted public expenditure e3ficiency. The reform started to play a substantial role between 2001 and 2005, when local governments experienced better public finance performance. Corresponding to the deterioration of the financial sector in recent years, local public financial performance worsened after 2007. Further reform of the current fiscal and taxation system is necessary in China, to ensure a brighter future for the nation. 展开更多
关键词 efficiency scores fiscal decentralization local governments public finance performance undesirable outputs
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