Nonparametric tests for the simple tree alternative on both the mean and variance

Two new nonparametric tests are proposed to test for differences in the location or scale between the control population and at least one level of the treatment population. The new tests are combinations of the Hollander Test for Extreme Reaction and the Fligner-Wolfe test. They are compared on the basis of power under a variety of underlying distributions with two existing tests proposed by Alsubie and Magel (2020a). It is found that at least of the new tests has higher powers than the existing tests when there are differences in location and scale between the control population and the combined treatment population.

Authors

Publication Details

Journal
International Journal of Statistics and Applied Mathematics
Published
2025-02-01
DOI
https://doi.org/10.22271/maths.2025.v10.i2b.1984
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nonparametric tests for the simple tree alternative on both the mean and variance

Rhonda Magel, Yehong Nan
International Journal of Statistics and Applied Mathematics
Multi-Criteria Decision Making
article

Nonparametric tests for the simple tree alternative on both the mean and variance

Rhonda Magel, Yehong Nan
article en

Abstract

Two new nonparametric tests are proposed to test for differences in the location or scale between the control population and at least one level of the treatment population. The new tests are combinations of the Hollander Test for Extreme Reaction and the Fligner-Wolfe test. They are compared on the basis of power under a variety of underlying distributions with two existing tests proposed by Alsubie and Magel (2020a). It is found that at least of the new tests has higher powers than the existing tests when there are differences in location and scale between the control population and the combined treatment population.

International Journal of Statistics and Applied MathematicsVol. 10(2)
Openalex Percentile: Top 97%
Multi-Criteria Decision Making
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.