About this document
Inference for ODE Models Without Solvers by armandosano is a document available to read on EtoBox.
This document presents a novel approach for parameter inference in differential equation models that eliminates the need for numerical solutions, thereby avoiding truncation errors that can distort likelihood-based inference. The method, termed generalised profiling, utilizes splines to approximate data and enforce the governing ODE without solving it, allowing for more reliable parameter estimation. Open-access resources are provided for implementation, making this approach applicable to a wide range of bi
- Author
- armandosano
- Language
- EN