Intraday Functional PCA Forecasting of Cryptocurrency Returns
ABSTRACT We study the functional PCA (FPCA) forecasting method in application to functions of intraday returns on Bitcoin. We show that improved interval forecasts of future return functions are obtained when the conditional heteroscedasticity of return functions is taken into account.
Joann Jasiak, Cheng Zhong
wiley +1 more source
Spatiotemporal Fusion for Stock Prediction via Hypergraph Attention Gated Recurrent Units. [PDF]
Cao X, Qian C, Huang H.
europepmc +1 more source
Term Spread Volatility as a Leading Indicator of Economic Activity
ABSTRACT In this paper, we examine the macroeconomic predictive power of the volatility of the US Treasury yield curve slope (term spread volatility). Our forecasting exercise shows that US term spread volatility has significant predictive power for US industrial production and employment growth.
Anastasios Megaritis +3 more
wiley +1 more source
Transient Transfection of Rolling-Circle Amplified DNA in Biomanufacturing-Relevant Mammalian Cell Lines: A Comparison of Transfection Conditions for Optimal Protein Expression. [PDF]
Loghin E +8 more
europepmc +1 more source
ABSTRACT This study investigates the predictive power of the term spread for forecasting economic activity across both conventional and unconventional monetary policy regimes. Utilizing data from 22 OECD countries spanning the period from 1985Q1 to 2024Q2, the analysis reveals that the term spread generally maintains its ability to predict GDP growth ...
Petri Kuosmanen, Juuso Vataja
wiley +1 more source
Development and justification of technical solutions for the design of a long-base flat car for the transportation of high-capacity containers. [PDF]
Rahimov R, Zafarov D, Khurmatov Y.
europepmc +1 more source
Lost in Translation? Risk‐Adjusting RMSE for Economic Forecast Performance
ABSTRACT When used for parameter optimization and/or model selection, traditional mean squared error (MSE)–based measures of forecast accuracy often exhibit a weak or even negative correlation with the economic value of return forecasts measured by, for example, the Sharpe ratios of the resulting portfolios.
Lukas Salcher +2 more
wiley +1 more source
Dynamic interdependence between consumer confidence and housing prices: Evidence from bootstrap rolling window causality tests. [PDF]
Guan Y, Su C, Wang Y.
europepmc +1 more source
ABSTRACT Sustainability has become an important factor shaping financial markets and investor behavior. This paper examines the relationship between sustainability indices and Central European stock markets using a time–frequency approach. Wavelet coherence is employed to capture time‐varying co‐movements between sustainability indices and stock market
Zuzana Janková +4 more
wiley +1 more source
Strategic Risk Based Forecasting of Brent Crude Oil Prices: A Comparative Analysis of Econometric and Machine Learning Models. [PDF]
Yılmaz TE, Zehir C.
europepmc +1 more source

