sdols: Summarizing Distributions of Latent Structures

Summaries of distributions on clusterings and feature allocations are provided. Specifically, point estimates are obtained by the sequentially-allocated latent structure optimization (SALSO) algorithm to minimize squared error loss, absolute error loss, Binder loss, or the lower bound of the variation of information loss. Clustering uncertainty can be assessed with the confidence calculations and the associated plot.

Getting started

Package details

AuthorDavid B. Dahl [aut, cre], Peter Müller [aut]
MaintainerDavid B. Dahl <[email protected]>
LicenseApache License 2.0 | file LICENSE
Version2.0.0
URL https://dahl.byu.edu
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sdols")

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sdols documentation built on Oct. 2, 2019, 5:03 p.m.