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Joint Component Estimation for Electricity Price Forecasting Using Functional Models

Energies (Basel), 2024-07, Vol.17 (14), p.3461

2024

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Short-Term Electricity Prices Forecasting Using Functional Time Series Analysis

Energies (Basel), 2022-05, Vol.15 (9), p.3423

2022

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Seasonal functional autoregressive models

Journal of time series analysis, 2022-03, Vol.43 (2), p.197-218

2022

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White noise testing and model diagnostic checking for functional time series

Journal of econometrics, 2016-09, Vol.194 (1), p.76-95

Zhang, Xianyang

2016

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Forecasting Canadian Age-Specific Mortality Rates: Application of Functional Time Series Analysis

Mathematics (Basel), 2023-09, Vol.11 (18), p.3808

2023

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Stock market trend prediction using a functional time series approach

Quantitative finance, 2020-01, Vol.20 (1), p.69-79

2020

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Varying coefficient functional autoregressive model with application to the U.S. treasuries

Journal of multivariate analysis, 2017-07, Vol.159, p.168-183

2017

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FARVaR: Functional Autoregressive Value-at-Risk

Journal of financial econometrics, 2019-03, Vol.17 (2), p.284-337

2019

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A functional time series analysis of forward curves derived from commodity futures

International journal of forecasting, 2020-04, Vol.36 (2), p.646-665

2020

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Gradient Radial Basis Function Based Varying-Coefficient Autoregressive Model for Nonlinear and Nonstationary Time Series

IEEE signal processing letters, 2015-07, Vol.22 (7), p.809-812

2015

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Dynamic Functional Principal Components for Testing Causality

Signals (Basel), 2021-06, Vol.2 (2), p.353-365

2021

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Functional Coefficient Regression Models for Non-linear Time Series: A Polynomial Spline Approach

Scandinavian journal of statistics, 2004-12, Vol.31 (4), p.515-534

2004

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Spline estimation of functional coefficient regression models for time series with correlated errors

Statistics & probability letters, 2014-09, Vol.92, p.226-231

2014

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Wavelet estimation of functional coefficient regression models

International journal of wavelets, multiresolution and information processing, 2018-01, Vol.16 (1), p.1850004

2018

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Estimation in Partial Functional Linear Spatial Autoregressive Model

Mathematics (Basel), 2020-10, Vol.8 (10), p.1680

2020

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Functional index coefficient models with variable selection

Journal of econometrics, 2015-12, Vol.189 (2), p.272-284

2015

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Revisiting the estimation of the error density in functional autoregressive models

Journal of the Korean Statistical Society, 2015, 44(4), , pp.646-660

2015

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Weak convergence in the functional autoregressive model

Journal of multivariate analysis, 2007-07, Vol.98 (6), p.1231-1261

Mas, André

2007

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Strong uniform consistency and asymptotic normality of a kernel based error density estimator in functional autoregressive models

Statistical inference for stochastic processes : an international journal devoted to time series analysis and the statistics of continuous time processes and dynamic systems, 2012-07, Vol.15 (2), p.105-125

2012

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Application of adaptable functional series vector time-dependent autoregressive model for extraction of real modal parameters for identification of time-varying systems

Measurement : journal of the International Measurement Confederation, 2017-06, Vol.103, p.143-156

2017

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Functional coefficient autoregressive time series modeling based on fuzzy inference method

2011 3rd International Conference on Awareness Science and Technology (iCAST), 2011, p.177-182

2011

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A Hybrid Prediction Method Combining RBF Neural Network and FAR Model

Advances in Knowledge Discovery and Data Mining, p.598-605

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Nonparametric Econometric Methods and Application

Stengos, Thanasis

2019

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On tail behavior of nonlinear autoregressive functional conditional heteroscedastic model with heavy-tailed innovations

Science China. Mathematics, 2005-01, Vol.48 (9), p.1169-1181

PAN, Jiazhu

2005

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Long-Range Dependent Curve Time Series

Journal of the American Statistical Association, 2020-04, Vol.115 (530), p.957-971

2020

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Joint Component Estimation for Electricity Price Forecasting Using Functional Models

Short-Term Electricity Prices Forecasting Using Functional Time Series Analysis

Seasonal functional autoregressive models

White noise testing and model diagnostic checking for functional time series

Forecasting Canadian Age-Specific Mortality Rates: Application of Functional Time Series Analysis

Stock market trend prediction using a functional time series approach

Varying coefficient functional autoregressive model with application to the U.S. treasuries

FARVaR: Functional Autoregressive Value-at-Risk

A functional time series analysis of forward curves derived from commodity futures

Gradient Radial Basis Function Based Varying-Coefficient Autoregressive Model for Nonlinear and Nonstationary Time Series

Dynamic Functional Principal Components for Testing Causality

Functional Coefficient Regression Models for Non-linear Time Series: A Polynomial Spline Approach

Spline estimation of functional coefficient regression models for time series with correlated errors

Wavelet estimation of functional coefficient regression models

Estimation in Partial Functional Linear Spatial Autoregressive Model

Functional index coefficient models with variable selection

Revisiting the estimation of the error density in functional autoregressive models

Weak convergence in the functional autoregressive model

Strong uniform consistency and asymptotic normality of a kernel based error density estimator in functional autoregressive models

Application of adaptable functional series vector time-dependent autoregressive model for extraction of real modal parameters for identification of time-varying systems

Functional coefficient autoregressive time series modeling based on fuzzy inference method

A Hybrid Prediction Method Combining RBF Neural Network and FAR Model

Nonparametric Econometric Methods and Application

On tail behavior of nonlinear autoregressive functional conditional heteroscedastic model with heavy-tailed innovations

Long-Range Dependent Curve Time Series

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