Song, Y.;                     Zhang, Y.;                     Ning, P.;                     Peng, J.;                     Kao, C.;                     Hao, L.    
        Transformer-Based Downside Risk Forecasting: A Data-Driven Approach with Realized Downward Semi-Variance. Mathematics 2025, 13, 1260.
    https://doi.org/10.3390/math13081260
    AMA Style
    
                                Song Y,                                 Zhang Y,                                 Ning P,                                 Peng J,                                 Kao C,                                 Hao L.        
                Transformer-Based Downside Risk Forecasting: A Data-Driven Approach with Realized Downward Semi-Variance. Mathematics. 2025; 13(8):1260.
        https://doi.org/10.3390/math13081260
    
    Chicago/Turabian Style
    
                                Song, Yuping,                                 Yuetong Zhang,                                 Po Ning,                                 Jiayi Peng,                                 Chunyu Kao,                                 and Liang Hao.        
                2025. "Transformer-Based Downside Risk Forecasting: A Data-Driven Approach with Realized Downward Semi-Variance" Mathematics 13, no. 8: 1260.
        https://doi.org/10.3390/math13081260
    
    APA Style
    
                                Song, Y.,                                 Zhang, Y.,                                 Ning, P.,                                 Peng, J.,                                 Kao, C.,                                 & Hao, L.        
        
        (2025). Transformer-Based Downside Risk Forecasting: A Data-Driven Approach with Realized Downward Semi-Variance. Mathematics, 13(8), 1260.
        https://doi.org/10.3390/math13081260