From Nonparametric Regression to Statistical Inference for Non-Ergodic Diffusion Processes

This book is about copies-based nonparametric estimation of the drift function in stochastic differential equations (SDEs) driven by Brownian motion, a jump process, or fractional Brownian motion. While the estimators of the drift function in SDEs are classically computed from one long-time observat...

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