Time-varying estimates of CAPM betas

Citation
N. Groenewold et P. Fraser, Time-varying estimates of CAPM betas, MATH COMP S, 48(4-6), 1999, pp. 531-539
Citations number
7
Categorie Soggetti
Engineering Mathematics
Journal title
MATHEMATICS AND COMPUTERS IN SIMULATION
ISSN journal
03784754 → ACNP
Volume
48
Issue
4-6
Year of publication
1999
Pages
531 - 539
Database
ISI
SICI code
0378-4754(199906)48:4-6<531:TEOCB>2.0.ZU;2-7
Abstract
It is well known that the CAPM beta is not stable over time. We investigate the nature of the time-variation in betas using monthly Australian data fr om 1979 to 1994 for 23 sectors. We discuss beta estimates for sub-periods a nd tests of the statistical adequacy of the market model used to estimate t he betas. We estimate time-varying betas using recursive regressions, rolli ng regressions and using the Kalman Filter. We find considerable time-varia tion in the estimated betas and find that many are non-stationary. We estim ate a simple model which explains the variation in each of the betas in ter ms of a time trend, allowing for a break both in level and in trend at Octo ber 1987. The model explains a large proportion of the variation in the bet as over the sample period for most of the sectors. (C) 1999 IMACS/Elsevier Science B.V. All rights reserved.