印度汽油价格的决定因素:一个非自相关时间序列数据的回归模型

Betcy Theodore, M. L. William
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引用次数: 1

摘要

印度中央政府多年来对汽油价格的控制,使日常生活依赖于基本商品价格的普通人的生活更加安逸。允许石油销售公司根据国际市场价格决定汽油价格的自由化政策现在正在影响所有基本商品的价格,并产生连锁效应。本文试图发现各种明显因素对印度每月汽油价格的影响有多大。利用2010年至2018年期间每月汽油价格和其他滞后变量(包括汽油消费量、石油产品进出口等)的时间序列数据建立回归模型。对变量执行各种转换以获得更精确的模型。对数据中存在的自相关进行了适当处理,最后利用去自相关数据建立了回归模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determinants of Petrol Prices in India: A Regression Model with De-Autocorrelated Time-Series Data
The control that the Central Government of India had for many years over the petrol prices, kept the life of the common man, who was dependent on the prices of essential commodities for day to day existence, at ease. The liberalization policy allowing determination of petrol prices by the oil marketing companies based on the international market prices is now affecting the prices of all essential commodities with cascading effects. This paper attempts to discover how strongly various manifest factors govern the petrol prices in India on a month-to-month basis. A regression model is built using time-series data on monthly petrol prices and other lagged variables including petrol consumption, import and export of petroleum products, etc. spread over the period 2010 to 2018. Various transformations are performed on the variables to get a more accurate model. The auto-correlation present in the data is suitably handled and finally a regression model is built with the de-autocorrelated data.
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