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CONDITIONS FOR STUDENT T-TEST AND MANN-WHITNEY U-TEST APPLICATION
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CONDITIONS FOR STUDENT T-TEST AND MANN-WHITNEY U-TEST APPLICATION
Annotation
PII
S0205-95920000617-5-
Publication type
Article
Status
Published
Authors
ANATOLY KRICHEVETS  A. Korneev
Abstract
Conditions for Student T-Test and Mann-Whitney U-Test - the most popular methods of shift in central tendencies evaluation - application are analyzed in the article. Effects of violation of the given conditions are estimated by Monte-Carlo method, i.e. by random numbers with corresponding distribution modeling, forming of samples by means of theirs testing and evaluation of frequency of type I errors when using these tests. Recommendations on appropriate test choosing are given.
Keywords
statistical methods, conditions of applicability, Student T-Test, Mann–Whitney U-Test
Date of publication
03.01.2011
Number of purchasers
1
Views
587
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0.0 (0 votes)
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S0205-95920000617-5-1 Дата внесения правок в статью - 11.11.2020
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