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Strategies for Modelling Nonlinear Time‐Series Relationships

Clive Granger

The Economic Record, 1993, vol. 69, issue 3, 233-238

Abstract: Building models of nonlinear relationships are inherently more difficult than linear ones There are more possibilities, many more parameters and thus more mistakes can be made. It is suggested that a strategy be applied when attempting such modelling involving testing for linearity, considering just a few model types of parsimonious form and then performing post‐sample evaluation of the resulting models compared to a linear one. The strategy proposed is a ‘simple‐to‐general’ one and the application of a heteroskedasticity correction is not recommended

Date: 1993
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https://doi.org/10.1111/j.1475-4932.1993.tb02103.x

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