SSRNEconometrics & Forecasting

Sig-Splines: Time Series Generative Models Calibration

Time Series Generative Models Calibration: A new model for analyzing multivariate time series data is proposed, using linear transformations and signature transforms instead of traditional neural networks, adding convexity to the model's parameters.