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 ...

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 ...

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 ...

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 ...