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Bibliography

Journal Article

Stochastic hyperplane-based ranks and their use in multivariate portmanteau tests

Hudecová Š., Šiman Miroslav

: Journal of Multivariate Analysis vol.204,

: GA21-05325S, GA ČR, GF22-01639K, GA ČR

: hyperplane, interdirection, lift-interdirection, multivariate rank, portmanteau test, robustness, signed-rank test

: 10.1016/j.jmva.2024.105344

: https://library.utia.cas.cz/separaty/2024/SI/siman-0599641.pdf

: https://www.sciencedirect.com/science/article/pii/S0047259X24000514?via%3Dihub

(eng): The article proposes and justifies an optimal rank-based portmanteau test of multivariate elliptical strict white noise against multivariate serial dependence. It is based on new stochastic hyperplane-based ranks that are simpler and easier to compute than other usable hyperplane-based competitors and still share with them many good properties such as their distribution-free nature, affine invariance, efficiency, robustness and weak moment assumptions. The finite-sample performance of the portmanteau test is illustrated empirically in a small Monte Carlo simulation study.

: BA

: 10103