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AR parameter estimation by a feedback neural network

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Publication:1391327
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DOI10.1016/S0167-9473(96)00084-9zbMath0900.62469OpenAlexW1990131178MaRDI QIDQ1391327

Tapio Grönfors, Jilei Tian, Martti Juhola

Publication date: 22 July 1998

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(96)00084-9


zbMATH Keywords

Parameter estimationAutoregressive modelFeedback neural networksTime-series analysis


Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Learning and adaptive systems in artificial intelligence (68T05) Probabilistic methods, stochastic differential equations (65C99)


Related Items (3)

Back propagation neural networks and multiple regressions in the case of heteroskedasticity ⋮ Comparison of the performance of multi-layer perceptron and linear regression for epidemiological data ⋮ Recurrent support vector regression for a non-linear ARMA model with applications to forecasting financial returns



Cites Work

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  • ``Neural computation of decisions in optimization problems
  • A new autoregressive spectrum analysis algorithm




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