1. Nonparametric estimation of FBSDEs with random terminal time
- Author
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Ji, Shaolin, Yu, Chenyao, and Zhu, Linlin
- Subjects
Mathematics - Statistics Theory - Abstract
This paper investigates the nonparametric estimation of the functional coefficients of the FBSDEs with random terminal time, including the local constant and local linear estimators. We provide complete two-dimensional asymptotics in both the time span and the sampling interval, allowing for the precise characterization of their distribution. Moreover, the empirical likelihood (EL) method to construct the data-driven confidence intervals for these estimators is provided. Some numerical simulations investigate the finite-sample properties of the estimators and compare the performance of the EL method and the conventional method in constructing confidence intervals based on asymptotic normality.
- Published
- 2024