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Construction of Confidence Interval for a Univariate Stock Price Signal Predicted Through Long Short Term Memory Network

In this paper, we show an innovative way to construct bootstrap confidence interval of a signal estimated based on a univariate LSTM model. We take three different types of bootstrap methods for dependent set up. We prescribe some useful suggestions to select the optimal block length while performin...

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Detalles Bibliográficos
Autores principales: De, Shankhajyoti, Dey, Arabin Kumar, Gouda, Deepak Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373837/
http://dx.doi.org/10.1007/s40745-020-00307-8