A new fractional integration approach based on neural network nonlinearity with an application to testing unemployment hysteresis

This paper proposes a nonlinear fractional unit root approach which is known as the autoregressive neural network-fractional integration (ARNN-FI) test. This new fractional integration test is based on a new multilayer perceptron of a neural network process, proposed in Yaya et al. (Oxf Bull Econ St...

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Main Authors: Furuoka, Fumitaka, Gil-Alana, Luis A., Yaya, OlaOluwa S., Aruchunan, Elayaraja, Ogbonna, Ahamuefula E.
格式: Article
出版: Springer 2024
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在線閱讀:http://eprints.um.edu.my/45825/
https://doi.org/10.1007/s00181-023-02540-5
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