Machine Learning Approaches to Forecast the Realized Volatility of Crude Oil Prices
ABSTRACT This paper presents an evaluation of the accuracy of machine learning (ML) techniques in forecasting the realized volatility of West Texas Intermediate (WTI) crude oil prices. We compare several ML algorithms, including regularization, regression trees, random forests, and neural networks, to several heterogeneous autoregressive (HAR) models ...
Talha Omer +3 more
wiley +1 more source
The silent epidemic: domestic violence and its devastating impact on women's health. [PDF]
Soares Júnior JM +2 more
europepmc +1 more source
Forecasting House Prices: The Role of Market Interconnectedness
ABSTRACT While the existing research uncovers interconnections between various housing markets, it largely ignores the question of whether such linkages can improve house price predictions. To address this issue, we proceed in two steps. First, we forecast disaggregated house price growth rates from Australia and China to determine whether ...
Zac Chen +3 more
wiley +1 more source
Lower termite (Coptotermes heimi) gut fibrolytic bacterial consortium: Isolation, phylogenetic characterization, fibre degradation potential and in vitro digestibility. [PDF]
Kumawat PK, Sarkar S, Kumar S, Sahoo A.
europepmc +1 more source
Oil Futures Prices, Inflation Expectations, and Bond Risk Premiums
ABSTRACT By decomposing West Texas Intermediate futures price changes into structural supply and demand shocks, this paper shows that dissecting the oil price significantly improves inflation forecasts. Empirically, demand‐driven shocks predict a negative real bond risk premium but a positive inflation risk premium; these opposing effects result in an ...
Haibo Jiang
wiley +1 more source
Large language models rewrite the diagnostic rheumatology playbook
Diego Benavent +3 more
doaj +1 more source
Health equity under siege: the populist challenge to women's health in Europe. [PDF]
Greenley R +5 more
europepmc +1 more source
Perceptions and detection of AI use in manuscript preparation for academic journals. [PDF]
Chemaya N, Martin D.
europepmc +1 more source
Damping Versus Oscillations for a Gravitational Vlasov-Poisson System. [PDF]
Hadžić M +3 more
europepmc +1 more source
A meta-analysis of the prevalence, genotype distribution and risk factors for human papillomavirus infection in Nepal. [PDF]
Paudel P, Sah A.
europepmc +1 more source

