Nonlinear Time Series Modeling: An Introduction

SSRN Electronic Journal ◽

10.2139/ssrn.207928 ◽

2000 ◽

Author(s):

Simon Potter

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Time Series Modeling

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Nonlinear Time Series Modeling and Forecasting for Periodic and ARCH Effects

Journal of Statistical Theory and Practice ◽

10.1080/15598608.2010.10411971 ◽

2010 ◽

Vol 4 (1) ◽

pp. 27-44 ◽

Author(s):

Himadri Ghosh ◽

Ranjit Kumar Paul ◽

Prajneshu

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Time Series Modeling ◽

Modeling And Forecasting

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Recent Developments in Nonlinear Time-Series Modeling

Communications and Networks ◽

10.1007/978-1-4612-4904-7_9 ◽

1986 ◽

pp. 197-229 ◽

Author(s):

Dag Tjøstheim

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Time Series Modeling ◽

Recent Developments

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Approximate Dynamic Models for Chemical Processes: A Comparative Study of Neural Networks and Nonlinear Time Series Modeling Techniques

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)50970-2 ◽

1992 ◽

Vol 25 (5) ◽

pp. 63-68 ◽

Author(s):

A. Raich ◽

X. Wu ◽

A. Cinar

Keyword(s):

Neural Networks ◽

Time Series ◽

Comparative Study ◽

Dynamic Models ◽

Nonlinear Time Series ◽

Chemical Processes ◽

Time Series Modeling ◽

Modeling Techniques

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The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting

Advances in Neural Networks – ISNN 2005 - Lecture Notes in Computer Science ◽

10.1007/11427445_105 ◽

2005 ◽

pp. 643-650

Author(s):

Zheng Tian ◽

Zi Jin ◽

Fang He ◽

Wei Ling

Keyword(s):

Time Series ◽

Projection Pursuit ◽

Nonlinear Time Series ◽

Time Series Modeling ◽

Learning Network ◽

Modeling And Forecasting

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Nonlinear time-series modeling and prediction using correlation analysis

PAMM ◽

10.1002/pamm.200700201 ◽

2007 ◽

Vol 7 (1) ◽

pp. 2030013-2030014 ◽

Author(s):

Andrzej DydynÌski ◽

Jaroslaw Arabas

Keyword(s):

Time Series ◽

Correlation Analysis ◽

Nonlinear Time Series ◽

Time Series Modeling ◽

Modeling And Prediction

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Monitoring a deep hole drilling process by nonlinear time series modeling

Journal of Sound and Vibration ◽

10.1016/j.jsv.2008.10.028 ◽

2009 ◽

Vol 321 (3-5) ◽

pp. 620-630 ◽

Author(s):

Amor Messaoud ◽

Claus Weihs

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Hole Drilling ◽

Drilling Process ◽

Time Series Modeling ◽

Deep Hole ◽

Deep Hole Drilling

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Nonlinear time-series modeling of feed drive system based on motion states classification

Journal of Intelligent Manufacturing ◽

10.1007/s10845-020-01546-5 ◽

2020 ◽

Vol 31 (8) ◽

pp. 1935-1948 ◽

Author(s):

Yakun Jiang ◽

Jihong Chen ◽

Huicheng Zhou ◽

Jianzhong Yang ◽

Guangda Xu

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Drive System ◽

Time Series Modeling ◽

Feed Drive System

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Nonlinear time series modeling and prediction using functional weights wavelet neural network-based state-dependent AR model

Neurocomputing ◽

10.1016/j.neucom.2012.01.010 ◽

2012 ◽

Vol 86 ◽

pp. 59-74 ◽

Author(s):

Garba Inoussa ◽

Hui Peng ◽

Jun Wu

Keyword(s):

Neural Network ◽

Time Series ◽

Nonlinear Time Series ◽

Wavelet Neural Network ◽

Ar Model ◽

Time Series Modeling ◽

Modeling And Prediction ◽

State Dependent

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Nonlinear time series modeling and forecasting the seismic data of the Hindu Kush region

Journal of Seismology ◽

10.1007/s10950-017-9710-0 ◽

2017 ◽

Vol 22 (1) ◽

pp. 353-376

Author(s):

Muhammad Yousaf Khan ◽

Stefan Mittnik

Keyword(s):

Time Series ◽

Seismic Data ◽

Nonlinear Time Series ◽

Time Series Modeling ◽

Modeling And Forecasting ◽

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Application of linear and nonlinear time series modeling to heart rate dynamics analysis

IEEE Transactions on Biomedical Engineering ◽

10.1109/10.376135 ◽

1995 ◽

Vol 42 (4) ◽

pp. 411-415 ◽

Author(s):

D.J. Christini ◽

F.H. Bennett ◽

K.R. Lutchen ◽

H.M. Ahmed ◽

J.M. Hausdorff ◽

...

Keyword(s):

Time Series ◽

Nonlinear Time Series ◽

Dynamics Analysis ◽

Time Series Modeling ◽

Heart Rate Dynamics ◽

Linear And Nonlinear

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