melt-package: melt: Multiple Empirical Likelihood Tests

In melt: Multiple Empirical Likelihood Tests

melt: Multiple Empirical Likelihood Tests

Description

Performs multiple empirical likelihood tests. It offers an easy-to-use interface and flexibility in specifying hypotheses and calibration methods, extending the framework to simultaneous inferences. The core computational routines are implemented using the 'Eigen' 'C++' library and 'RcppEigen' interface, with 'OpenMP' for parallel computation. Details of the testing procedures are provided in Kim, MacEachern, and Peruggia (2023) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10485252.2023.2206919")}. A companion paper by Kim, MacEachern, and Peruggia (2024) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v108.i05")} is available for further information. This work was supported by the U.S. National Science Foundation under Grants No. SES-1921523 and DMS-2015552.

Author(s)

Maintainer: Eunseop Kim [e-mail] [copyright holder]

Other contributors:

• Steven MacEachern [contributor, thesis advisor]

• Mario Peruggia [contributor, thesis advisor]

• Pierre Chausse [reviewer]

• Alex Stringer [reviewer]

References

Kim E, MacEachern SN, Peruggia M (2023). “Empirical likelihood for the analysis of experimental designs.” Journal of Nonparametric Statistics, 35(4), 709–732. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10485252.2023.2206919")}.

Kim E, MacEachern SN, Peruggia M (2024). “melt: Multiple Empirical Likelihood Tests in R.” Journal of Statistical Software, 108(5), 1–33. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v108.i05")}.

See Also

Useful links:

• https://docs.ropensci.org/melt/

• https://github.com/ropensci/melt

• Report bugs at https://github.com/ropensci/melt/issues

melt documentation built on May 29, 2024, 10:21 a.m.