Krzysztof Podgórski

Professor, Prefekt Statistiska institutionen

A test for the global minimum variance portfolio for small sample and singular covariance

Författare

Taras Bodnar
Stepan Mazur
Krzysztof Podgórski

Summary, in English

Recently, a test dealing with the linear hypothesis for the global minimum variance portfolio weights was obtained under the assumption of non-singular covariance matrix. However, the problem of potential multicollinearity and correlations of assets constitutes a limitation of the classical portfolio theory. Therefore, there is an interest in developing theory in the presence of singularities in the covariance matrix. In this paper, we extend the test by analyzing the portfolio weights in the small sample case with a singular population covariance matrix. The results are illustrated using actual stock returns and a discussion of practical relevance of the model is presented.

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