BIROn - Birkbeck Institutional Research Online

    Arbitrage pricing theory, the stochastic discount factor and estimation of risk premia from portfolios

    Pesaran, M.H. and Smith, Ron P. (2021) Arbitrage pricing theory, the stochastic discount factor and estimation of risk premia from portfolios. Econometrics and Statistics , ISSN 2452-3062. (In Press)

    [img] Text
    PSonPortfolios 15 November 2021.pdf - Author's Accepted Manuscript
    Restricted to Repository staff only until 23 November 2022.
    Available under License Creative Commons Attribution Non-commercial No Derivatives.

    Download (272kB) | Request a copy

    Abstract

    The arbitrage pricing theory (APT) attributes differences in expected returns to exposure to systematic risk factors. Two aspects of the APT are considered. Firstly, the factors in the statistical asset pricing model are related to a theoretically consistent set of factors defined by their conditional covariation with the stochastic discount factor (SDF) used to price securities within inter-temporal asset pricing models. It is shown that risk premia arise from non-zero correlation of observed factors with SDF and the pricing errors arise from the correlation of the errors in the statistical model with SDF. Secondly, the estimates of factor risk premia using portfolios are compared to those obtained using individual securities. It is shown that in the presence of pricing errors consistent estimation of risk premia requires a large number of not fully diversified portfolios. Also, in general, it is not possible to rank estimators using individual securities and portfolios in terms of their small sample bias.

    Metadata

    Item Type: Article
    Keyword(s) / Subject(s): Arbitrage Pricing Theory, Stochastic Discount Factor, portfolios, factor strength, identification of risk premia, two-pass regressions, Fama-MacBeth
    School: School of Business, Economics & Informatics > Economics, Mathematics and Statistics
    Depositing User: Ron Smith
    Date Deposited: 29 Nov 2021 15:08
    Last Modified: 01 Dec 2021 07:25
    URI: https://eprints.bbk.ac.uk/id/eprint/46826

    Statistics

    Activity Overview
    6 month trend
    1Download
    6 month trend
    67Hits

    Additional statistics are available via IRStats2.

    Archive Staff Only (login required)

    Edit/View Item Edit/View Item