A signature-based moment-matching estimator is proved consistent for linear signature SDEs, with existence and uniqueness of solutions established for bounded driving rough paths.
Driver, Nengli Lim, and Christian Litterer
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Path-Dependent SDEs: Solutions and Parameter Estimation
A signature-based moment-matching estimator is proved consistent for linear signature SDEs, with existence and uniqueness of solutions established for bounded driving rough paths.