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Contribution Details

Type Working Paper
Scope Discipline-based scholarship
Title On the Predictability of Stock Prices: a Case for High and Low Prices
Organization Unit
Authors
  • Angelo Ranaldo
  • Massimiliano Caporin
  • Paolo Santucci de Magistris
Language
  • English
Series Name Swiss National Bank
Number 11
Date 2011
Abstract Text Contrary to the common wisdom that asset prices are hardly possible to forecast, we show that high and low prices of equity shares are largely predictable. We propose to model them using a simple implementation of a fractional vector autoregressive model with error correction (FVECM). This model captures two fundamental patterns of high and low prices: their cointegrating relationship and the long memory of their difference (i.e. the range), which is a measure of realized volatility. Investment strategies based on FVECM predictions of high/low US equity prices
Official URL http://www.snb.ch/n/mmr/reference/working_paper_2011_11/source/working_paper_2011_11.n.pdf
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