Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313294734> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4313294734 abstract "Mixture distribution refers to the combination of more than one probability distribution. Meanwhile, non-normality of data set may be inevitable and the cause may be as a result of mixed distributions thereby renders parametric tests ineffective. Montecarlo experiment was performed 5000 times under twelve sample sizes where data were generated from Gaussian and Cauchy distributions using R-statistical packages. At three commonly used alpha levels (0.1, 0.05 and 0.01), the robustness of the test statistics (Rank transformation t-test, Wilcoxon sign test (Distribution and Asymptotic), Signed rank test (Distribution and Asymptotic) and Trimmed t-test) were examined. When the type I error rate of a statistic approximately equal to the true error rate then the statistic is considered robust. At 0.1 and 0.05, Rank transformation t-test, Wilcoxon sign test (distribution) and Trimmed t-test in this order are robust. Meanwhile, at 0.01 Rank transformation andWilcoxon sign test (distribution) were identified to be robust. Also, further counts at all levels of significance revealed that the Rank transformation test is robust and thereby recommended when data comes from a mixed distribution. Hence, this study has been able to identify test statistics that are robust when data comes from a mixed distribution in one sample problem." @default.
- W4313294734 created "2023-01-06" @default.
- W4313294734 creator A5021876213 @default.
- W4313294734 creator A5024112476 @default.
- W4313294734 creator A5039549697 @default.
- W4313294734 creator A5050969170 @default.
- W4313294734 date "2022-12-29" @default.
- W4313294734 modified "2023-10-06" @default.
- W4313294734 title "A Simulation Study on Robustness of One Sample Inferential Statistics in Mixture Distribution" @default.
- W4313294734 doi "https://doi.org/10.46481/asr.2022.1.3.35" @default.
- W4313294734 hasPublicationYear "2022" @default.
- W4313294734 type Work @default.
- W4313294734 citedByCount "0" @default.
- W4313294734 crossrefType "journal-article" @default.
- W4313294734 hasAuthorship W4313294734A5021876213 @default.
- W4313294734 hasAuthorship W4313294734A5024112476 @default.
- W4313294734 hasAuthorship W4313294734A5039549697 @default.
- W4313294734 hasAuthorship W4313294734A5050969170 @default.
- W4313294734 hasBestOaLocation W43132947341 @default.
- W4313294734 hasConcept C102094743 @default.
- W4313294734 hasConcept C102366305 @default.
- W4313294734 hasConcept C104317684 @default.
- W4313294734 hasConcept C105795698 @default.
- W4313294734 hasConcept C116714509 @default.
- W4313294734 hasConcept C117661179 @default.
- W4313294734 hasConcept C12868164 @default.
- W4313294734 hasConcept C165793278 @default.
- W4313294734 hasConcept C169857963 @default.
- W4313294734 hasConcept C185429906 @default.
- W4313294734 hasConcept C185592680 @default.
- W4313294734 hasConcept C206041023 @default.
- W4313294734 hasConcept C33923547 @default.
- W4313294734 hasConcept C49344536 @default.
- W4313294734 hasConcept C55493867 @default.
- W4313294734 hasConcept C63479239 @default.
- W4313294734 hasConcept C65778772 @default.
- W4313294734 hasConcept C67226441 @default.
- W4313294734 hasConcept C87007009 @default.
- W4313294734 hasConcept C89128539 @default.
- W4313294734 hasConceptScore W4313294734C102094743 @default.
- W4313294734 hasConceptScore W4313294734C102366305 @default.
- W4313294734 hasConceptScore W4313294734C104317684 @default.
- W4313294734 hasConceptScore W4313294734C105795698 @default.
- W4313294734 hasConceptScore W4313294734C116714509 @default.
- W4313294734 hasConceptScore W4313294734C117661179 @default.
- W4313294734 hasConceptScore W4313294734C12868164 @default.
- W4313294734 hasConceptScore W4313294734C165793278 @default.
- W4313294734 hasConceptScore W4313294734C169857963 @default.
- W4313294734 hasConceptScore W4313294734C185429906 @default.
- W4313294734 hasConceptScore W4313294734C185592680 @default.
- W4313294734 hasConceptScore W4313294734C206041023 @default.
- W4313294734 hasConceptScore W4313294734C33923547 @default.
- W4313294734 hasConceptScore W4313294734C49344536 @default.
- W4313294734 hasConceptScore W4313294734C55493867 @default.
- W4313294734 hasConceptScore W4313294734C63479239 @default.
- W4313294734 hasConceptScore W4313294734C65778772 @default.
- W4313294734 hasConceptScore W4313294734C67226441 @default.
- W4313294734 hasConceptScore W4313294734C87007009 @default.
- W4313294734 hasConceptScore W4313294734C89128539 @default.
- W4313294734 hasLocation W43132947341 @default.
- W4313294734 hasOpenAccess W4313294734 @default.
- W4313294734 hasPrimaryLocation W43132947341 @default.
- W4313294734 hasRelatedWork W1499208527 @default.
- W4313294734 hasRelatedWork W2003504151 @default.
- W4313294734 hasRelatedWork W2897353815 @default.
- W4313294734 hasRelatedWork W3112832573 @default.
- W4313294734 hasRelatedWork W3180080 @default.
- W4313294734 hasRelatedWork W4231098023 @default.
- W4313294734 hasRelatedWork W4251185372 @default.
- W4313294734 hasRelatedWork W4281954079 @default.
- W4313294734 hasRelatedWork W4301368977 @default.
- W4313294734 hasRelatedWork W4313294734 @default.
- W4313294734 isParatext "false" @default.
- W4313294734 isRetracted "false" @default.
- W4313294734 workType "article" @default.