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一种在不确定性条件下估计经济学中变量带宽的方法。

A method for estimating width bands of variables in economics under uncertainty conditions.

作者信息

Ganjoei Reza Ashraf, Akbarifard Hossein, Mashinchi Mashaallah, Esfandabadi Sayyed Abdol Majid Jalaee

机构信息

Shahid Bahonar University of Kerman, Kerman, Iran.

Faculty of Management and Economics, Shahid Bahonar University of Kerman, Kerman, Iran.

出版信息

MethodsX. 2020 Dec 14;8:101184. doi: 10.1016/j.mex.2020.101184. eCollection 2021.

Abstract

This study develops a method to estimate the width bands of variables in economics by fuzzy logic. One of its important features is flexibility in the conditions of economic uncertainty, which can be used to model the uncertainty of external and internal factors on economic variables. In this study, for example, the effect of uncertainty of external factors on the Gini coefficient (income distribution) is investigated. For this purpose, we use the fuzzy logistic smooth transition autoregressive (FLSTAR) model and the Gini coefficient is estimated in three bounds (high, middle and low). The result of this estimation suggest that by appropriate policy making the Gini coefficient can be decreased to the lower bound. Another results of this study is that the authorities should prevent the increase of the Gini coefficient in the middle and upper bands with proper planning for the future. In brief,•This study introduces a novel method for estimating high, low and middle bounds of economic variables under uncertainty conditions.•One practical results of this method is to compare high, medium, and low bands of the variables with their current trends, which is a benchmark for policymaking and evaluating the effectiveness of government's policies.•Programs designed with this method are fast and have low cost.

摘要

本研究开发了一种通过模糊逻辑估计经济学中变量带宽的方法。其重要特征之一是在经济不确定性条件下具有灵活性,可用于对外部和内部因素对经济变量的不确定性进行建模。例如,在本研究中,考察了外部因素不确定性对基尼系数(收入分配)的影响。为此,我们使用模糊逻辑平滑转换自回归(FLSTAR)模型,并在三个区间(高、中、低)估计基尼系数。该估计结果表明,通过适当的政策制定,基尼系数可降至下限。本研究的另一个结果是,当局应通过对未来的合理规划,防止基尼系数在中高区间上升。简而言之,•本研究引入了一种在不确定性条件下估计经济变量高、低和中间区间的新方法。•该方法的一个实际结果是将变量的高、中、低区间与其当前趋势进行比较,这是政策制定和评估政府政策有效性的基准。•用该方法设计的程序速度快且成本低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9eac/7753204/a27c49c97c87/fx1.jpg

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