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Simultaneous confidence band for the difference of regression functions of two samples.

Authors :
Jiang, Jiakun
Cai, Li
Yang, Lijian
Source :
Communications in Statistics: Theory & Methods; 2022, Vol. 51 Issue 11, p3556-3572, 17p
Publication Year :
2022

Abstract

This paper concerns the comparison of two sample non parametric regression. An asymptotically correct simultaneous confidence band (SCB) is proposed for the difference of two-sample non parametric regression functions to achieve the goal of comparison. Simulation experiments provide strong evidence that corroborates the asymptotic theory. The proposed SCB is used to analyze different samples of strata pressure data from the Bullianta Coal Mine in Erdos City, Inner Mongolia, China. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
51
Issue :
11
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
156916613
Full Text :
https://doi.org/10.1080/03610926.2020.1800039