Matches in SemOpenAlex for { <https://semopenalex.org/work/W2080946738> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2080946738 endingPage "169" @default.
- W2080946738 startingPage "151" @default.
- W2080946738 abstract "Abstract The identification of outliers in method comparison studies (MCS) is an important part of data analysis, as outliers can indicate serious errors in the measurement process. Common outlier tests proposed in the literature usually require a homogeneous sample distribution and homoscedastic random error variances. However, datasets in MCS usually do not meet these assumptions. In this work, a new outlier test based on robust linear regression is proposed to overcome these special problems. The LORELIA (local reliability) residual test is based on a local, robust residual variance estimator, given as a weighted sum of the observed residuals. The new test is compared to a standard test proposed in the literature by a Monte Carlo simulation. Its performance is illustrated in examples. Key Words: HeteroscedasticityLocal variance estimatorMethod comparison studiesOutliers Notes 1Number in parentheses: TP in % of the number of simulated outliers. 2Number in parentheses: FP in % of the number of non-outlying normal data. hHomogeneous outlier distribution. clClustered outliers. 1Number in parentheses: TP in % of the number of simulated outliers. 2Number in parentheses: FP in % of the number of non-outlying normal data. hHomogeneous outlier distribution. clClustered outliers. 1Number in parentheses: TP in % of the number of simulated outliers. 2Number in parentheses: FP in % of the number of non-outlying normal data. hHomogeneous outlier distribution. clClustered outliers." @default.
- W2080946738 created "2016-06-24" @default.
- W2080946738 creator A5037609806 @default.
- W2080946738 creator A5048529972 @default.
- W2080946738 creator A5087293182 @default.
- W2080946738 date "2010-12-20" @default.
- W2080946738 modified "2023-09-26" @default.
- W2080946738 title "A New Outlier Identification Test for Method Comparison Studies Based on Robust Regression" @default.
- W2080946738 cites W1924900998 @default.
- W2080946738 cites W1965153241 @default.
- W2080946738 cites W2011436309 @default.
- W2080946738 cites W2037232743 @default.
- W2080946738 cites W2043160173 @default.
- W2080946738 cites W2049058890 @default.
- W2080946738 cites W2086244482 @default.
- W2080946738 cites W2087128452 @default.
- W2080946738 cites W2093176867 @default.
- W2080946738 cites W2095475174 @default.
- W2080946738 cites W2126679046 @default.
- W2080946738 cites W2133750711 @default.
- W2080946738 cites W2413573154 @default.
- W2080946738 cites W3143949042 @default.
- W2080946738 cites W3146886532 @default.
- W2080946738 cites W4249810852 @default.
- W2080946738 cites W4376453806 @default.
- W2080946738 doi "https://doi.org/10.1080/10543401003650275" @default.
- W2080946738 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21191861" @default.
- W2080946738 hasPublicationYear "2010" @default.
- W2080946738 type Work @default.
- W2080946738 sameAs 2080946738 @default.
- W2080946738 citedByCount "2" @default.
- W2080946738 countsByYear W20809467382017 @default.
- W2080946738 countsByYear W20809467382023 @default.
- W2080946738 crossrefType "journal-article" @default.
- W2080946738 hasAuthorship W2080946738A5037609806 @default.
- W2080946738 hasAuthorship W2080946738A5048529972 @default.
- W2080946738 hasAuthorship W2080946738A5087293182 @default.
- W2080946738 hasConcept C101104100 @default.
- W2080946738 hasConcept C102094743 @default.
- W2080946738 hasConcept C104409967 @default.
- W2080946738 hasConcept C105795698 @default.
- W2080946738 hasConcept C11413529 @default.
- W2080946738 hasConcept C116834253 @default.
- W2080946738 hasConcept C124101348 @default.
- W2080946738 hasConcept C155512373 @default.
- W2080946738 hasConcept C175615203 @default.
- W2080946738 hasConcept C185429906 @default.
- W2080946738 hasConcept C33923547 @default.
- W2080946738 hasConcept C41008148 @default.
- W2080946738 hasConcept C48921125 @default.
- W2080946738 hasConcept C59822182 @default.
- W2080946738 hasConcept C67226441 @default.
- W2080946738 hasConcept C739882 @default.
- W2080946738 hasConcept C79337645 @default.
- W2080946738 hasConcept C86803240 @default.
- W2080946738 hasConceptScore W2080946738C101104100 @default.
- W2080946738 hasConceptScore W2080946738C102094743 @default.
- W2080946738 hasConceptScore W2080946738C104409967 @default.
- W2080946738 hasConceptScore W2080946738C105795698 @default.
- W2080946738 hasConceptScore W2080946738C11413529 @default.
- W2080946738 hasConceptScore W2080946738C116834253 @default.
- W2080946738 hasConceptScore W2080946738C124101348 @default.
- W2080946738 hasConceptScore W2080946738C155512373 @default.
- W2080946738 hasConceptScore W2080946738C175615203 @default.
- W2080946738 hasConceptScore W2080946738C185429906 @default.
- W2080946738 hasConceptScore W2080946738C33923547 @default.
- W2080946738 hasConceptScore W2080946738C41008148 @default.
- W2080946738 hasConceptScore W2080946738C48921125 @default.
- W2080946738 hasConceptScore W2080946738C59822182 @default.
- W2080946738 hasConceptScore W2080946738C67226441 @default.
- W2080946738 hasConceptScore W2080946738C739882 @default.
- W2080946738 hasConceptScore W2080946738C79337645 @default.
- W2080946738 hasConceptScore W2080946738C86803240 @default.
- W2080946738 hasIssue "1" @default.
- W2080946738 hasLocation W20809467381 @default.
- W2080946738 hasLocation W20809467382 @default.
- W2080946738 hasOpenAccess W2080946738 @default.
- W2080946738 hasPrimaryLocation W20809467381 @default.
- W2080946738 hasRelatedWork W1512833232 @default.
- W2080946738 hasRelatedWork W1519617956 @default.
- W2080946738 hasRelatedWork W1974200695 @default.
- W2080946738 hasRelatedWork W2031329204 @default.
- W2080946738 hasRelatedWork W2113911795 @default.
- W2080946738 hasRelatedWork W2139259411 @default.
- W2080946738 hasRelatedWork W2392474738 @default.
- W2080946738 hasRelatedWork W2588002432 @default.
- W2080946738 hasRelatedWork W2739289328 @default.
- W2080946738 hasRelatedWork W961884 @default.
- W2080946738 hasVolume "21" @default.
- W2080946738 isParatext "false" @default.
- W2080946738 isRetracted "false" @default.
- W2080946738 magId "2080946738" @default.
- W2080946738 workType "article" @default.