Selected Papers

Publications

Hu, S., Wang, Y., Qian, Z., & Wang, R. (2026). Learning performance of nonlinear classification models based on Markov sampling. Chinese Journal of Applied Probability and Statistics, 42(1), 1-14. https://doi.org/10.12460/j.issn.1001-4268.aps.2026.2024036

Hu, S., Qian, Z., Wang, R., & Wang, X. (2025). Learning performance analysis of perceptron model based on Markov sampling. Acta Mathematicae Applicatae Sinica (Chinese Series), 5. https://doi.org/10.20142/j.cnki.amas.202401051

Wang, R., Wang, T., Qian, Z., & Hu, S. (2023). A Bayesian estimation approach of random switching exponential smoothing with application to credit forecast. Finance Research Letters, 58, Article 104525. https://doi.org/10.1016/j.frl.2023.104525

Working Papers

Wang, X., Wang, Y., Wang, R., & Qian, Z. (2025). A dynamic programming algorithm for MSM based on Markov loss function. Submitted.