کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1063307 | 1485729 | 2012 | 10 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Exploring the usefulness of a simple linear regression model for understanding price movements of selected recycled materials in the UK Exploring the usefulness of a simple linear regression model for understanding price movements of selected recycled materials in the UK](/preview/png/1063307.png)
The price volatility of recycled materials exposes many different organisations to financial and regulatory risk. These risks can be partially mitigated by improved understanding of price volatility using econometric models, although these have tended to be sophisticated autoregressive models, beyond the analytical capability or cost structure of the average market participant. In this context, this study explores the use of a simple linear regression model to understand the behaviour of prices for recycled plastic, recovered paper and glass, based on the price of their primary inputs, with a specific focus on the UK market. The results of the simple regression model are compared with a wavelet analysis to determine what information is lost in the trade off with simplicity. Both models found significant relationships between the price of crude oil/ethylene/naphtha and recycled plastics and it appears that there is no loss in model performance by using oil as the explanatory variable, rather than direct inputs (ethylene/naphtha). However, few correlations were found for recovered paper and glass. Initial findings from the wavelet analysis suggest that since 2004 the oil price has become more closely linked to the price of recycled plastics. It must be noted that this study is exploratory and particular dynamics of UK markets for recycled materials may affect price development in a way that would not be repeated on international markets.
► We explore the price movement of selected recycled materials in the UK.
► A link between price movement in primary and secondary materials is hypothesised.
► A link between price of petro-chemicals and recycled plastics was identified.
► Few links were found between the price of primary and recycled paper and glass.
► We identify a developing link in price of crude oil and recycled plastics.
Journal: Resources, Conservation and Recycling - Volume 60, March 2012, Pages 10–19