A Fuzzy Framework for Realized Volatility Prediction: Empirical Evidence From Equity Markets
ABSTRACT This study introduces a realized volatility fuzzy time series (RV‐FTS) model that applies a fuzzy c‐means clustering algorithm to estimate time‐varying c$$ c $$ latent volatility states and their corresponding membership degrees. These memberships are used to construct a fuzzified volatility estimate as a weighted average of cluster centroids.
Shafqat Iqbal, Štefan Lyócsa
wiley +1 more source
ARTreeFormer: A faster attention-based autoregressive model for phylogenetic inference. [PDF]
Xie T, Mao Y, Zhang C.
europepmc +1 more source
Spatial Autoregressive Model for Estimation of Visitors' Dynamic Agglomeration Patterns Near Event Location. [PDF]
Ban T, Usui T, Yamamoto T.
europepmc +1 more source
EEM 2017 Forecast Competition: Wind power generation prediction using autoregressive models
Ilias Dimoulkas +2 more
openalex +2 more sources
When the Tail Wags the Dog: A Time‐Varying FCVAR Analysis of Bitcoin Market
ABSTRACT This paper examines how the relationship between Bitcoin spot and futures markets has evolved using a time‐varying Fractionally Cointegrated Vector Autoregressive (FCVAR) model. We are the first to apply this methodology dynamically to cryptocurrency markets, allowing us to simultaneously analyze long‐run equilibrium, pricing patterns, market ...
Filippo di Pietro +2 more
wiley +1 more source
Kinase-substrate prediction using an autoregressive model. [PDF]
Esmaili F, Qin Y, Wang D, Xu D.
europepmc +1 more source
Improved prediction of new COVID-19 cases using a simple vector autoregressive model: evidence from seven New York state counties. [PDF]
Kitaoka T, Takahashi H.
europepmc +1 more source
The Impact of Democratization and Globalization on Environmental Sustainability in Brazil
Fossil fuel, economic globalisation, and economic growth drive environmental degradation while democratisation positively influences environmental quality. ABSTRACT Although Brazil still possesses significant ecological reserves, the surplus in its biocapacity has been rapidly declining in recent years.
Mustafa Naimoğlu +3 more
wiley +1 more source
Estimation of parameters and hypothesis testing of multivariate spatial autoregressive model. [PDF]
Sutikno +3 more
europepmc +1 more source

