An Analysis of Vectorised Automatic Differentiation for Statistical Applications

Automatic differentiation (AD) is a general method for computing exact derivatives in complex sensitivity analyses and optimisation tasks, particularly when closed-form solutions are unavailable and traditional analytical or numerical methods fall short. This paper introduces a vectorised formulatio...

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Bibliographic Details
Main Authors: Chun Fung Kwok, Dan Zhu, Liana Jacobi
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/8/2/40
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