Search Results for author: Jean-Yves Pitarakis

Found 3 papers, 0 papers with code

Direct Multi-Step Forecast based Comparison of Nested Models via an Encompassing Test

no code implementations26 Dec 2023 Jean-Yves Pitarakis

We introduce a novel approach for comparing out-of-sample multi-step forecasts obtained from a pair of nested models that is based on the forecast encompassing principle.

Out of Sample Predictability in Predictive Regressions with Many Predictor Candidates

no code implementations6 Feb 2023 Jesus Gonzalo, Jean-Yves Pitarakis

This paper is concerned with detecting the presence of out of sample predictability in linear predictive regressions with a potentially large set of candidate predictors.

A Novel Approach to Predictive Accuracy Testing in Nested Environments

no code implementations19 Aug 2020 Jean-Yves Pitarakis

We introduce a new approach for comparing the predictive accuracy of two nested models that bypasses the difficulties caused by the degeneracy of the asymptotic variance of forecast error loss differentials used in the construction of commonly used predictive comparison statistics.

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