An unknown prior density has yielded (unobservable)
,
and each produces an
observation from an exponential
family. deconvolveR is an R package for estimating prior
distribution from the
data using Empirical Bayes deconvolution.
Details and examples may be found in the paper by Narasimhan and Efron,
2020. A vignette with further examples is also provided.