A MODEL TO DETECT TARGET GROUPS FOR ENERGY SUBSIDY REFORM IN IRAN

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YOUSEFI ZENOUZ REZA; JADIDI NAZANIN

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Journal: JOURNAL OF ENERGY PLANNING AND POLICY RESEARCH Year:2016 | Volume:2 | Issue:3 Page(s): 7-28

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Information Journal Paper

Title

A MODEL TO DETECT TARGET GROUPS FOR ENERGY SUBSIDY REFORM IN IRAN

Author(s)

YOUSEFI ZENOUZ REZA | JADIDI NAZANIN | Issue Writer Certificate

Keywords

SUBSIDY TARGETING LAW

TARGET GROUPS

ARTIFICIAL NEURAL NETWORKS

PROBIT MODEL

Abstract

The main target of this research is providing a decision making model to identify the TARGET GROUPS for energy subsidy reform using artificial neural network approach.Family expenditures on electricity, gas, telephone and cell phone are used as the inputs to the artificial neural network model and the PROBIT MODEL developed as a benchmark. The sample being studied in this research are divided into two groups: eligible and non-eligible to receive subsidies. The artificial neural network used in the research is the multilayer perceptron which has used the Levenberg-Marquardt method to train the data. Acooring to the results, there exists a statistically meaningful relation between the families’ expenditure on the chosen services and their belonging to different income levels as eligible or non-eligible groups for receiving subsidies. Moreover, families with higher expenditures on selected services have higher incomes. The outcome of this study reveals that the two models used for classifying the TARGET GROUPS have similar results in classifying the families into eligible and non-eligible groups for receiving subsidies.

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APA: Copy

YOUSEFI ZENOUZ, REZA, & JADIDI, NAZANIN. (2016). A MODEL TO DETECT TARGET GROUPS FOR ENERGY SUBSIDY REFORM IN IRAN. JOURNAL OF ENERGY PLANNING AND POLICY RESEARCH, 2(3 ), 7-28. SID. https://sid.ir/paper/266327/en

Vancouver: Copy

YOUSEFI ZENOUZ REZA, JADIDI NAZANIN. A MODEL TO DETECT TARGET GROUPS FOR ENERGY SUBSIDY REFORM IN IRAN. JOURNAL OF ENERGY PLANNING AND POLICY RESEARCH[Internet]. 2016;2(3 ):7-28. Available from: https://sid.ir/paper/266327/en

IEEE: Copy

REZA YOUSEFI ZENOUZ, and NAZANIN JADIDI, “A MODEL TO DETECT TARGET GROUPS FOR ENERGY SUBSIDY REFORM IN IRAN,” JOURNAL OF ENERGY PLANNING AND POLICY RESEARCH, vol. 2, no. 3 , pp. 7–28, 2016, [Online]. Available: https://sid.ir/paper/266327/en

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