Neural network-based models of binomial time series in data analysis problems

MaRDI QIDQ6642355

Yu. S. Kharin

Publication date: 22 November 2024

Published in: Doklady Natsional'noĭ Akademii Nauk Belarusi (Search for Journal in Brave)

zbMATH Keywords

Markov chaindata analysisestimatorsdiscrete-valued time seriesneural networks-based model

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Markov processes: hypothesis testing (62M02)

Cites Work

• Title not available (Why is that?)
• Robust estimation for binomial conditionally nonlinear autoregressive time series based on multivariate conditional frequencies
• Statistical analysis of multivariate discrete-valued time series
• Robustness in Statistical Forecasting
• Statistical Foundations of Data Science
• Approximation by superpositions of a sigmoidal function

Related Items (1)

On the approximation of high-order binary Markov chains by parsimonious models

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