Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285124024> ?p ?o ?g. }
Showing items 1 to 55 of
55
with 100 items per page.
- W4285124024 endingPage "128" @default.
- W4285124024 startingPage "420" @default.
- W4285124024 abstract "In this study, it was aimed to evaluate the performance of different estimators that will be used in regression analysis, which is one of the multivariate statistical methods in the presence of outliers in the data set. Sixth month live weight was estimated with various body measurements for Saanen kids taken from a private farm. In the data set, the use and performance of robust estimators were evaluated because the least squares method did not provide reliable results in the case of outliers. M (for Huber and Tukey bisquare) estimator, MM estimator and LTS estimator were used as robust used in the presence of outliers. MSE, RMSE, rRMSE, MAPE, MAD, R$^{2}$, R$^{2}$ $_{adj}$ and AIC were used as model comparison criteria in the study. As a result of the study, in the case of outlier in the data set, Huber type M estimator can be recommended." @default.
- W4285124024 created "2022-07-14" @default.
- W4285124024 creator A5000274842 @default.
- W4285124024 creator A5035118402 @default.
- W4285124024 date "2022-01-01" @default.
- W4285124024 modified "2023-09-26" @default.
- W4285124024 title "Comparison of M, MM and LTS estimators in linear regression in the presence of outlier" @default.
- W4285124024 doi "https://doi.org/10.55730/1300-0128.4212" @default.
- W4285124024 hasPublicationYear "2022" @default.
- W4285124024 type Work @default.
- W4285124024 citedByCount "0" @default.
- W4285124024 crossrefType "journal-article" @default.
- W4285124024 hasAuthorship W4285124024A5000274842 @default.
- W4285124024 hasAuthorship W4285124024A5035118402 @default.
- W4285124024 hasBestOaLocation W42851240241 @default.
- W4285124024 hasConcept C105795698 @default.
- W4285124024 hasConcept C139945424 @default.
- W4285124024 hasConcept C152877465 @default.
- W4285124024 hasConcept C185429906 @default.
- W4285124024 hasConcept C33923547 @default.
- W4285124024 hasConcept C48921125 @default.
- W4285124024 hasConcept C58489278 @default.
- W4285124024 hasConcept C67226441 @default.
- W4285124024 hasConcept C70259352 @default.
- W4285124024 hasConcept C79337645 @default.
- W4285124024 hasConceptScore W4285124024C105795698 @default.
- W4285124024 hasConceptScore W4285124024C139945424 @default.
- W4285124024 hasConceptScore W4285124024C152877465 @default.
- W4285124024 hasConceptScore W4285124024C185429906 @default.
- W4285124024 hasConceptScore W4285124024C33923547 @default.
- W4285124024 hasConceptScore W4285124024C48921125 @default.
- W4285124024 hasConceptScore W4285124024C58489278 @default.
- W4285124024 hasConceptScore W4285124024C67226441 @default.
- W4285124024 hasConceptScore W4285124024C70259352 @default.
- W4285124024 hasConceptScore W4285124024C79337645 @default.
- W4285124024 hasIssue "3" @default.
- W4285124024 hasLocation W42851240241 @default.
- W4285124024 hasOpenAccess W4285124024 @default.
- W4285124024 hasPrimaryLocation W42851240241 @default.
- W4285124024 hasRelatedWork W2018697919 @default.
- W4285124024 hasRelatedWork W2584197760 @default.
- W4285124024 hasRelatedWork W2588002432 @default.
- W4285124024 hasRelatedWork W2933527782 @default.
- W4285124024 hasRelatedWork W3197495581 @default.
- W4285124024 hasRelatedWork W3203391224 @default.
- W4285124024 hasRelatedWork W3207789682 @default.
- W4285124024 hasRelatedWork W4320060070 @default.
- W4285124024 hasRelatedWork W4321067046 @default.
- W4285124024 hasRelatedWork W4366503484 @default.
- W4285124024 hasVolume "46" @default.
- W4285124024 isParatext "false" @default.
- W4285124024 isRetracted "false" @default.
- W4285124024 workType "article" @default.