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Surrogate data

Known as: Analogous data 
Surrogate data, sometimes known as analogous data, usually refers to time series data that is produced using well-defined (linear) models like ARMA… 
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Papers overview

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2017
2017
DEEP NEURAL NETWORKS AS TIME SERIES FORECASTERS OF ENERGY DEMAND Gregory D. Merkel, B.S. Marquette University, 2017 Short-term… 
2015
2015
Waveform inversion is a velocity‐model‐building technique based on full waveforms as the input and seismic wavefields as the… 
2013
2013
New experimental technique for a determination of the stress intensity factor (SIF) and T-stress values is developed and verified… 
2004
2004
In recent years, the chemical transformations and biological activity of triterpenoids of the lupane group have received much… 
Highly Cited
2001
Highly Cited
2001
In the analysis of real world data, the surrogate data test is often performed in order to investigate nonlinearity in the data… 
1999
1999
Standard tests for nonlinearity reject the null hypothesis of a Gaussian linear process whenever the data is non-stationary. Thus…