TrAgLor - Turkish Agricultural Learning Objects Repository

Object Summary

Use and Comparison of Permutation Tests in Linear Models

Title of object

Use and Comparison of Permutation Tests in Linear Models

Object description

F and t-test are generally used to test significance of hypothesis and/or model parameters. Although parametric tests are considerably effective, they can be ineffective when the assumptions needed by model are not provided, which is a usual stuation for many data sets. In this case, permutation test not affected by the assumptions can be applied as a non-parametric method. In this study, permutation tests such as permutation of raw data, permutation of residuals under full model and permutatio...

Language of object

Turkish

Author(s) / Publisher

Hasan Önder

Discipline(s)

Mathematics and Statistics

Keywords

permutation tests, linear models, Type I and II errors, biometry

Technical format

Text

Intended end-user role

Learner

Learning resource type

Thesis

Typical age range

18U

Copyright - Restrictions

This resource is licensed under the license(CC-BY-NC-ND) Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported

Cost with use

No

Source code available

No


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