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Virtually all of the functionality of the Nmix Fortran program (which dates from about 1996) is now available as an R package, downloadable here and from CRAN. Documentation on using the package here, and in the package manual pages, is limited, so for more detail please consult https://people.maths.bris.ac.uk/~mapjg/Nmix/ and the Richardson and Green RSS paper at J. R. Statist. Soc. B, 1997, 59, 731-792; see also the correction at J. R. Statist. Soc. B, 1998, 60, 661.

To install Nmix, use install.packages('Nmix'), or go to CRAN explicitly at https://cran.r-project.org/package=Nmix.