Forecasting Related Time Series
ABSTRACT A collection of time series are “related” if they follow similar stochastic processes and/or they are statistically dependent. This paper proposes a related time series (RTS) forecasting model that exploits these relationships. The model's foundation is a set of univariate Gaussian autoregressions, one for each series, which are then augmented
Ulrich K. Müller, Mark W. Watson
wiley +1 more source
Enhanced multi-horizon photovoltaic power forecasting: A novel approach integrating ICEEMDAN decomposition with hierarchical frequency neural networks. [PDF]
Han Y +5 more
europepmc +1 more source
MViT: A vision transformer with fractal path reordering and dynamic positional encoding. [PDF]
Liu B, He L, Zhu Y.
europepmc +1 more source
Comparative <sup>1</sup>H NMR Metabolomics Between Scandinavian Propolis and Australian Propolis: The Quest to Identify Radical Scavenging Compounds. [PDF]
Vind J +5 more
europepmc +1 more source
Longitudinal Relations Among Theory of Mind, Advanced Theory of Mind, and Executive Function From Ages Four to Seven. [PDF]
Osterhaus C +3 more
europepmc +1 more source
Family-level specialization in protein domain insertion architectures. [PDF]
Schaeffer RD +4 more
europepmc +1 more source
From the logic of coordination to goal-directed reasoning: the agentic turn in artificial intelligence. [PDF]
Haidemariam T.
europepmc +1 more source
A theoretical analysis of recursive identification methods
Automatica, 1978In this paper five different recursive identification methods will be analyzed and compared, namely recursive versions of the least squares method, the instrumental variable method, the generalized least squares method, the extended least squares method and the maximum likelihood method.
Lennart Ljung, I Gustavsson
exaly +3 more sources
AN APPLICATION OF RECURSION THEORY TO ANALYSIS
The Bulletin of Symbolic Logic, 2020AbstractMauldin [15] proved that there is an analytic set, which cannot be represented by $B\cup X$ for some Borel set B and a subset X of a $\boldsymbol{\Sigma }^0_2$ -null set, answering a question by Johnson [10]. We reprove Mauldin’s answer by a recursion-theoretical method.
openaire +1 more source

