2011Lund University Publications Student Papers (Lund University)Open access

Is inflation mean-reverting?

Niclas Lavesson

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Abstract

This paper investigates whether inflation series are mean-reverting. Traditional unit root tests (ADF and KPSS tests) are conducted in the paper. These tests indicate that inflation contains a unit root. It is however well-known that traditional unit root tests have difficulties to distinguish between a unit root process and a fractionally integrated process. Hence, in this thesis, fractional integration estimators are used in order to investigate if inflation is better modeled as a fractionally integrated process. The main finding of this paper is that inflation with a high certainty is fractionally integrated and mean-reverting. Another important finding is that the persistence in inflation series likely was lower during the Bretton-Woods era relative the years after the system collapsed. Moreover, the findings in the paper do not crucially depend on which fractional integration estimator that are used.

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What this paper is about

This paper investigates whether inflation series are mean-reverting. Traditional unit root tests (ADF and KPSS tests) are conducted in the paper. These tests indicate that inflation contains a unit root. It is however well-known that traditional unit root tests have difficulties to distinguish between a unit root process and a fractionally integrated process. Hence, in this thesis, fractional integration estimators are used in order to investigate if inflation is better modeled as a fractionally integrated process. The main finding of this paper is that inflation with a high certainty is fractionally integrated and mean-reverting. Another important finding is that the persistence in inflation series likely was lower during the Bretton-Woods era relative the years after the system collapsed. Moreover, the findings in the paper do not crucially depend on which fractional integration estimator that are used.

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Available abstract

This paper investigates whether inflation series are mean-reverting. Traditional unit root tests (ADF and KPSS tests) are conducted in the paper. These tests indicate that inflation contains a unit root. It is however well-known that traditional unit root tests have difficulties to distinguish between a unit root process and a fractionally integrated process. Hence, in this thesis, fractional integration estimators are used in order to investigate if inflation is better modeled as a fractionally integrated process. The main finding of this paper is that inflation with a high certainty is fractionally integrated and mean-reverting. Another important finding is that the persistence in inflation series likely was lower during the Bretton-Woods era relative the years after the system collapsed. Moreover, the findings in the paper do not crucially depend on which fractional integration estimator that are used.

Key concepts: Mean reversion, Unit root, Inflation (cosmology), Estimator, Long memory, Econometrics, Series (stratigraphy), Economics

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