Keywords: Principal Component Analysis
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Journal Articles
Journal of Derivatives and Quantitative Studies: Seonmul yeon’gu (2023) 31 (4): 309–327.
Published: 12 September 2023
... for left-tail risk. Therefore, we conduct a principal component analysis with various left-tail risk measures and use the first principal component (PC1) as a representative proxy. We sort stocks into quintile portfolios each month based on the magnitude of PC1 and then explore their returns...
Journal Articles
Journal of Derivatives and Quantitative Studies: Seonmul yeon’gu (2012) 20 (2): 133–164.
Published: 31 May 2012
... by the RN variance of the S&P 500 index and RN higher moments of the KOSPI 200 index. In contrast, the S&P 500 local factor is influenced by the RN variance of the S&P 500 index and the KOSPI 200 local factor is explained by the RN higher moment of the KOSPI 200 index. Principal Component...
Journal Articles
Journal of Derivatives and Quantitative Studies: Seonmul yeon’gu (2005) 13 (1): 53–76.
Published: 31 May 2005
...Hosam Ki; Junhwa Ban In this paper we develop a numerical method for valuing multivariate European contingent claims whose payoffs depend on more than one log-normal stochastic variables. This is achieved by means of Gauss-Hermite Integrations, applied to the principal component analysis...

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