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EFFICIENT IV ESTIMATION FOR AUTOREGRESSIVE MODELSWITH CONDITIONAL HETEROGENEITY
AUTOREGRESSIVE CONDITIONAL HETEROGENEITY
2015/9/22
This paper analyzes autoregressive time series models where the errors are assumed to
be martingale difference sequences that satisfy an additional symmetry condition on their
fourth order mom...
Determination of autoregressive model orders for seizure detection
EEG seizure AR model stepwise least square algorithm
2010/10/12
In the present study, a step-wise least square estimation algorithm (SLSA), implemented in a Matlab package called as ARfit, has been newly applied to clinical data for estimation of the accurate Auto...
Gas Chromatography Data Classification Based on Complex Coefficients of an Autoregressive Model
Gas Chromatography Data Classification Complex Coefficients Autoregressive Model
2009/9/7
This paper introduces autoregressive (AR) modeling as a novel method to classify outputs from gas chromatography (GC). The inverse Fourier transformation was applied to the original sensor data, and t...
A SPATIO-TEMPORAL AUTOREGRESSIVE FRAME RATE UP CONVERSION SCHEME
SPATIO-TEMPORAL AUTOREGRESSIVE FRAME RATE P CONVERSION SCHEME
2010/12/17
A spatio-temporal autoregressive model is proposed in this paper to address the problem of frame rate up conversion. Every pixel in a skipped frame is generated as a linear
combination of pixel value...
A Regularized Simultaneous Autoregressive Model for Texture Classification
Simultaneous Autoregressive Model Texture Classification
2010/12/14
In this paper, we present a new method for texture classification which we call the regularized simultaneous autoregressive method (RSAR). The regularization technique is introduced.With the techniqu...