Nonlinear estimation algorithms are required for obtaining estimates of the parameters of a regression model with innovations having an ARMA structure. The three estimation methods employed by the ...

Recent advances in the field of chemical process modelling have underscored the critical role of accurate parameter estimation and model optimisation. Robust models are essential to predict system ...

This repository provides an example of Python implementation of the ESMDA algorithm [1]. In this example, the ESMDA is used to estimate meteorological forcing parameters (wind direction and friction ...

The following data are taken from Lawless (1982, p.193) and represent the number of days it took rats painted with a carcinogen to develop carcinoma. The last 2 observations are censored data from a ...

This is the companion repository for the preprint "Flexible Gravitational-Wave Parameter Estimation with Transformers", which introduces a flexible transformer-based architecture paired with a ...