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IDENTIFICATION IN MODELS WITH AUTOREGRESSIVE ERRORS
Journal of Econometrics, 1981Abstract Consider the model A(L)x t =B(L)y t +C(L)z t =u t , t=1,…,T , where A(L)=(B(L):C(L)) is a matrix of polynomials in the lag operator so that L r x t =x t−r , and y t is a vector of n endogenous variables, B(L)= ∑ s=0 k B s L s B 0 I
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Autoregressive model fitting for control
Annals of the Institute of Statistical Mathematics, 1971The use of a multidimensional extension of the minimum final prediction error (FPE) criterion which was originally developed for the decision of the order of one-dimensional autoregressive process [1] is discussed from the standpoint of controller design.
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Testing Normality in Autoregressive Models
Biometrika, 1985SUMMARY It is shown that any test of normality computed from autoregressive residuals has the same limiting null distribution as for the standard case of independent, identically distributed observations with estimated parameters. Some numerical results are given to indicate that this approximation is acceptable for sample size 20 in first- and second-
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Estimation of partially linear single-index spatial autoregressive model
Statistical Papers, 2019Suli Cheng, Jianbao Chen
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Provably Secure Generative Steganography Based on Autoregressive Model
International Workshop on Digital Watermarking, 2018Kuan Yang+3 more
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Classification of EEG Signals Based on Autoregressive Model and Wavelet Packet Decomposition
Neural Processing Letters, 2016Yong Zhang+3 more
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Autoregressive Probability Models
2003Proceeding from the interpretation of a given sample as a realization from some Haavelmo distribution,discussed the role of probability models as a basic tool for modelling this unknown distribution. To be empirically acceptable, such a probability model should summarize all relevant sample information, i.e., account for important statistical ...
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