Work

Uniform Test on the Mixture Simplex Region

Year: 2022

Type: article

Abstract: For the symmetrical mixture model and mixture test area, the lattice point set is used to partition, and then the corresponding test statistics can be constructed. In this paper, we first proposes the partition methods under the lattice point sets and obtains several sub-simplexes without common interior points. Furthermore, we present the method for constructing a uniform design on the simplex using the center points of these sub-simplexes. The designs satisfy the uniformity of maximum distance deviation and provide good results for the mean square error deviation. Finally, the uniformity test on the mixture region is considered and illustrated by examples.

Source: Symmetry

DOI: 10.3390/sym14071371

Authors: Haiqing Zhao, Guanghui Li, Junpeng Li

Institutions: Lingnan Normal University, Kaili University

Language: English

Topic: Optimal Experimental Design Methods

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $1,885

Funder: National Natural Science Foundation of China