An introduction to bispectral analysis and bilinear time series models

From MaRDI portal
Publication:796233

zbMath0543.62074MaRDI QIDQ796233

T. Subba Rao, M. M. Gabr

Publication date: 1984

Published in: Lecture Notes in Statistics (Search for Journal in Brave)




Related Items

The mixture transition distribution model for high-order Markov chains and non-Gaussian time series, On inference for threshold autoregressive models., Application of Bayesian approach to numerical methods of global and stochastic optimization, Unnamed Item, ADAPTIVE PARAMETER ESTIMATION IN MULTIVARIATE SELF-EXCITING THRESHOLD AUTOREGRESSIVE MODELS, The effects of outliers on two nonlinearity tests, Estimation in nonlinear time series models, On continuous-time threshold ARMA processes, A white noise test under weak conditions, Asymptotic behavior of \(L\)-statistics for a large class of time series, Modeling process asymmetries with Laplace moving average, Nonparametric time series regression, A class of stochastic unit-root bilinear processes: mixing properties and unit-root test, On the extremes of a class of non-linear processes with heavy tailed innovations, Correntropy as a novel measure for nonlinearity tests, BAYESIAN THRESHOLD AUTOREGRESSIVE MODELS FOR NONLINEAR TIME SERIES, The Use of Aggregate Time Series in Testing for Gaussianity, Potential problems in estimating bilinear time-series models, On the approximation of continuous time threshold ARMA processes, STATIONARITY AND CENTRAL LIMIT THEOREM ASSOCIATED WITH BILINEAR TIME SERIES MODELS, Nonlinear AR modeling, Modeling long term lake variations by physically based stochastic dynamic models, DIAGNOSTIC CHECKING FOR THE ADEQUACY OF NONLINEAR TIME SERIES MODELS, AN IMPROVED GENERALIZED SPECTRAL TEST FOR CONDITIONAL MEAN MODELS IN TIME SERIES WITH CONDITIONAL HETEROSKEDASTICITY OF UNKNOWN FORM, Distribution of recirculating lymphocytes: A stochastic model foundation, CONSISTENT ESTIMATION OF THE FOURTH-ORDER CUMULANT SPECTRAL DENSITY, DIFFERENCE EQUATIONS FOR HIGHER-ORDER MOMENTS AND CUMULANTS FOR THE BILINEAR TIME SERIES MODEL BL(p, 0, p, 1), QMLE of periodic bilinear models and of PARMA models with periodic bilinear innovations, Indications of nonlinearity, intraindividual specificity and stability of human EEG: The unfolding dimension, NON-LINEAR TIME SERIES MODELLING AND DISTRIBUTIONAL FLEXIBILITY, Spectral and wavelet methods for the analysis of nonlinear and nonstationary time series, A non-linear error correction mechanism based on the bilinear model, DETECTING SINUSOIDS IN NON-GAUSSIAN NOISE, Parameter estimation of Markov switching bilinear model using the (EM) algorithm, FREQUENCY-DOMAIN ESTIMATION OF BILINEAR TIME SERIES MODELS, ESTIMATION FOR THE FIRST-ORDER DIAGONAL BILINEAR TIME SERIES MODEL, Angular spectra for non-Gaussian isotropic fields, Swarm-based translation-invariant morphological prediction method for financial time series forecasting, BISPECTRAL ANALYSIS OF RANDOMLY SAMPLED DATA, Evolutionary transfer functions of bilinear processes with time-varying coefficients, ON THE THIRD-ORDER MOMENT STRUCTURE AND BISPECTRAL ANALYSIS OF SOME BILINEAR TIME SERIES, A hidden Markov regime-switching smooth transition model, Prediction of software reliability using an auto regressive process, Clustering nonlinear, nonstationary time series using BSLEX, An approach to direct selection of best subset ar model, Threshold variable selection by wavelets in open-loop threshold autoregressive models, Long-range dependence in third order and bispectrum singularity, A central limit theorem and higher order results for the angular bispectrum, Curve estimation for \(m_ n\)-decomposable time series including bilinear processes, Asymptotic spectral theory for nonlinear time series, A morphological-rank-linear evolutionary method for stock market prediction, Model-free forecasting for nonlinear time series (with application to exchange rates), YULE-WALKER TYPE DIFFERENCE EQUATIONS FOR HIGHER-ORDER MOMENTS AND CUMULANTS FOR BILINEAR TIME SERIES MODELS, Generalized information criterion for the AR model, Conditional testing for unit-root bilinearity in financial time series: some theoretical and empirical results, FEATURE EXTRACTION OF MOTOR IMAGERY EEG BASED ON WAVELET TRANSFORM AND HIGHER-ORDER STATISTICS, Multivariate lag-windows and group representations, Optimal rank-based tests against first-order superdiagonal bilinear dependence, Some analysis of the long-run time series properties of consumption and income in the U.K, Higher-order moments, cumulants and spectral densities of the NGINAR(1) process, Detection of outliers and patches in bilinear time series models, NONSTATIONARITY-EXTENDED WHITTLE ESTIMATION, Higher order spectral estimation for random fields, Bispectral analysis and reconstruction in the frequency domain of mono- and bidimensional deterministic sampled signals, Testing for neglected nonlinearity in time series models. A comparison of neural network methods and alternative tests, ON THE EXISTENCE OF A GENERAL MULTIPLE BILINEAR TIME SERIES, ARCH-type bilinear models with double long memory., BL-GARCH models with elliptical distributed innovations, Properties of some bilinear models with periodic regime switching, On the non-negative first-order exponential bilinear time series model, Bayesian Subset Model Selection for Time Series, Nonlinearity tests in time series analysis, A bootstrap test for time series linearity, Higher-order accurate polyspectral estimation with flat-top lag-windows, Maximum likelihood estimation in space time bilinear models, Detecting and modeling nonlinearity in the gas furnace data, BILINEAR TERM STRUCTURE MODEL, SPECTRAL RADIUS, KRONECKER PRODUCTS AND STATIONARITY, Bispectral-based methods for clustering time series, A bootstrap-assisted spectral test of white noise under unknown dependence, On an independent and identically distributed mixture bilinear time-series model, Estimation of time delay and lag relationship of quadratic systems, The estimation of the bispectral density function and the detection of periodicities in a signal, On nonlinear models for time series, Estimation of product moments of a stationary stochastic process with application to estimation of cumulants and cumulant spectral densities, Forecasting model with asymmetric market response and its application to pricing of consumer package goods, Evolutionary algorithm-based learning of fuzzy neural networks. II: Recurrent fuzzy neural networks, Surrogate Data — A Qualitative and Quantitative Analysis, Surrogate time series., Testing time series linearity via goodness-of-fit methods, Locally asymptotically optimal tests for AR\((p)\) against diagonal bilinear dependence, Tests for Gaussianity and linearity of multivariate stationary time series, The effects of temporal aggregation on tests of linearity of a time series., A test for second order stationarity of a multivariate time series, Adaptive parameter estimation in self-exciting threshold autoregressive models, On the selection of subset bilinear time series models: a genetic algorithm approach, Identification environment and robust forecasting for nonlinear time series, Pattern recognition and classification in time series analysis, A note on the properties of some time varying bilinear models., Symmetry properties of higher spectral densities and nonparametric estimates of them, Trispectrum deconvolution of linear processes with randomly missing observations, On the Covariance Structure of Time Varying Bilinear Models, Separable lower triangular bilinear model, THRESHOLD VARIABLE SELECTION IN OPEN‐LOOP THRESHOLD AUTOREGRESSIVE MODELS, A CONDITIONAL LEAST SQUARES APPROACH TO BILINEAR TIME SERIES ESTIMATION, Model validation tests for multivariable nonlinear models including neural networks, On geometric ergodicity of CHARME models, Unnamed Item, Estimating the quadratic covariation matrix for asynchronously observed high frequency stock returns corrupted by additive measurement error, The impact of bootstrap methods on time series analysis, Large sample properties of spectral estimators for a class of stationary nonlinear processes, Difference Equations for the Higher Order Moments and Cumulants of the INAR(p) Model, Mixed Portmanteau Tests for Time‐Series Models, Parameter Estimation and Subset Selection for Separable lower Triangular Bilinear Models, Bispectral unfolding of the skewness of correlated additive and multiplicative noise processes, Unnamed Item, Spectral methods for small sample time series: A complete periodogram approach