Cross-industry asset allocation with the spatial interaction on multiple risk transmission channels
Na Chen and
Xiu Jin
The North American Journal of Economics and Finance, 2023, vol. 67, issue C
Abstract:
Taking into consideration the real link and information risk transmission channels, we used a spatial econometric approach to construct an economic distance-based spatial weight matrix, which can capture the spatial interaction across industries, and built a return estimation model with spatial interaction using the matrix. On this basis, we derived the covariance matrix and constructed the cross-industry asset allocation model. The empirical results showed that 1) the spatial interaction has a strong explanatory power to return and integrating the spatial interaction on multiple risk transmission channels can improve the effectiveness of the return estimation model; 2) the covariance matrix includes unsystematic risk (idiosyncratic risk) and systematic risk (market risk and cross-industry spillover risk); 3) the asset allocation model with spatial interaction can improve the performance of the portfolio and provide a valuable reference for investors' risk management and investment decision.
Keywords: Asset allocation; Spatial capital asset pricing model; Spatial interaction; Systematic risk; Risk spillover channel (search for similar items in EconPapers)
JEL-codes: C33 C58 G11 (search for similar items in EconPapers)
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:eee:ecofin:v:67:y:2023:i:c:s106294082300058x
DOI: 10.1016/j.najef.2023.101935
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