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To cite the NeuralEstimators package or its associated methodology, please use the following references:
1. Sainsbury-Dale M (2024). NeuralEstimators: Likelihood-Free Parameter Estimation using Neural Networks. doi:10.32614/CRAN.package.NeuralEstimators, R package version 0.1-2, https://CRAN.R-project.org/package=NeuralEstimators.
1. Sainsbury-Dale M, Zammit-Mangion A, Huser R (2024). “Likelihood-Free Parameter Estimation with Neural Bayes Estimators.” The American Statistician, 78, 1–14. doi:10.1080/00031305.2023.2249522.
Corresponding BibTeX entries:
@Manual{, title = {{NeuralEstimators}: Likelihood-Free Parameter Estimation using Neural Networks}, author = {Matthew Sainsbury-Dale}, year = {2024}, note = {R package version 0.1-2}, url = {https://CRAN.R-project.org/package=NeuralEstimators}, doi = {10.32614/CRAN.package.NeuralEstimators}, }
@Article{, title = {Likelihood-Free Parameter Estimation with Neural {B}ayes Estimators}, author = {Matthew Sainsbury-Dale and Andrew Zammit-Mangion and Raphael Huser}, journal = {The American Statistician}, year = {2024}, volume = {78}, pages = {1--14}, doi = {10.1080/00031305.2023.2249522}, }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.