Nonparametric Simultaneous Test Procedures

In this research we propose several nonparametric simultaneous test procedures for location and scale parameters. We construct test statistics based on linear rank statistics choosing a suitable combining function. We obtain the overall p-values by applying the permutation principle. We compare the...

Full description

Autores:
Park, Hyo-Il
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/66544
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/66544
http://bdigital.unal.edu.co/67572/
Palabra clave:
51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Combining function
Multi-aspect Test
Permutation Principle
Two-sample Location-scale Problem
Funciones de combinación
Parámetro de escala
Parámetro de localización
Principio de permutación
Problema de dos muestras
Pruebas simultáneas.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
Description
Summary:In this research we propose several nonparametric simultaneous test procedures for location and scale parameters. We construct test statistics based on linear rank statistics choosing a suitable combining function. We obtain the overall p-values by applying the permutation principle. We compare the efficiency amongst combining functions by obtaining empirical powers through a simulation study. We discuss some interesting aspects of our procedure as concluding remarks.