Exploring The Fama-French Five Factor Model Within a Time-Varying Parameters Framework

This paper evaluates whether time-variable parameters are present in the Five- Factor Model. The presence of time-dependent parameters may impact the asset pricing mechanism at the very core of the model. To investigate this assumption, we employed the global-local shrinkage priors in the Time-Varying Parameter models approach. We tested five key industry portfolios, covering a time window from July of 1963 to June 2022, obtaining 708 monthly observations. The results suggest that time dependency is present at the level of parameters. Furthermore, the pricing capability of the pricing factors is influenced by industry specifics while macroeconomic shocks impact various industries.

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Publication Details

Journal
The Review of Finance and Banking
Published
2024-12-31
DOI
https://doi.org/10.24818/rfb.24.16.02.08
Primary Topic
Firm Innovation and Growth
Type
article
Field-Weighted Citation Impact
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article

Exploring The Fama-French Five Factor Model Within a Time-Varying Parameters Framework

Bogdan Dima, Cristian Andrei Budris
The Review of Finance and Banking
Firm Innovation and Growth
article

Exploring The Fama-French Five Factor Model Within a Time-Varying Parameters Framework

Bogdan Dima, Cristian Andrei Budris
article en

Abstract

This paper evaluates whether time-variable parameters are present in the Five- Factor Model. The presence of time-dependent parameters may impact the asset pricing mechanism at the very core of the model. To investigate this assumption, we employed the global-local shrinkage priors in the Time-Varying Parameter models approach. We tested five key industry portfolios, covering a time window from July of 1963 to June 2022, obtaining 708 monthly observations. The results suggest that time dependency is present at the level of parameters. Furthermore, the pricing capability of the pricing factors is influenced by industry specifics while macroeconomic shocks impact various industries.

The Review of Finance and BankingVol. 16(2)
Openalex Percentile: Top 67%
Firm Innovation and Growth
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