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A GAUSSIAN MIXTURE AUTOREGRESSIVE MODEL FOR UNIVARIATE TIME SERIES

Peer-reviewed
DOI
10.1111/jtsa.12108
Kalliovirta, Leena; Meitz, Mika; Saikkonen, Pentti
Journal of Time Series Analysis2015

Testing for a unit root in noncausal autoregressive models

Peer-reviewed
Open access
DOI
10.1111/jtsa.12141
Saikkonen, Pentti; Sandberg, Rickard
Journal of Time Series Analysis2016

Variable Scaling for Time Series Prediction

Peer-reviewed
Corona, Francesco; Lendasse, Amaury
-2007

A methodology for time series prediction in Finance

Peer-reviewed
Yu, Qi; Sorjamaa, Antti; Miche, Yoan; Séverin, Eric
-2008

Optical Satellite Image Time Series Analysis for Environment Applications: From Classical Methods to Deep Learning and Beyond

DOI
10.1002/9781119882299.ch4
Molinier, Matthieu; Miettinen, Jukka; Ienco, Dino; Qiu, Shi; Zhu, Zhe
Wiley-VCH Verlag2021

Comparison of FDA based Time Series Prediction Methods

Peer-reviewed
Kärnä, Tuomas; Lendasse, Amaury
-2007

Tabu Search with Delta Test for Time Series Prediction using OP-KNN

Peer-reviewed
Sovilj, Dusan; Sorjamaa, Antti; Miche, Yoan
-2008

Heteroskedasticity‐Robust Unit Root Testing for Trending Panels

Peer-reviewed
Open access
DOI
10.1111/jtsa.12446
Herwartz, Helmut; Maxand, Simone; Walle, Yabibal
Journal of Time Series Analysis2019

Time Series Prediction as a Problem of Missing Values

Peer-reviewed
Sorjamaa, Antti; Lendasse, Amaury
-2007

Time Series Prediction with Variational Bayesian Nonlinear State-Space Models

Peer-reviewed
Tornio, Matti; Honkela, Antti; Karhunen, Juha
-2007

A GAUSSIAN MIXTURE AUTOREGRESSIVE MODEL FOR UNIVARIATE TIME SERIES

Peer-reviewed
DOI
10.1111/jtsa.12108
2015

Testing for a unit root in noncausal autoregressive models

Peer-reviewed
Open access
DOI
10.1111/jtsa.12141
2016

Variable Scaling for Time Series Prediction

Peer-reviewed
2007

A methodology for time series prediction in Finance

Peer-reviewed
2008

Optical Satellite Image Time Series Analysis for Environment Applications: From Classical Methods to Deep Learning and Beyond

DOI
10.1002/9781119882299.ch4
2021

Comparison of FDA based Time Series Prediction Methods

Peer-reviewed
2007

Tabu Search with Delta Test for Time Series Prediction using OP-KNN

Peer-reviewed
2008

Heteroskedasticity‐Robust Unit Root Testing for Trending Panels

Peer-reviewed
Open access
DOI
10.1111/jtsa.12446
2019

Time Series Prediction as a Problem of Missing Values

Peer-reviewed
2007

Time Series Prediction with Variational Bayesian Nonlinear State-Space Models

Peer-reviewed
2007