FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1561165459> ?p ?o ?g. }

• W1561165459 endingPage "76" @default.
• W1561165459 startingPage "68" @default.
• W1561165459 abstract "Maximum likelihood estimation (MLE) is one of the statistical models to estimate parameters or missing values. MLE approach in minimizing first serving order bias (FSOB) was investigated. Two different consumer studies with three wheat breads and nine bean products were performed. To test MLE, consumer ratings of the first product were eliminated from the data, and imputed by MLE. Regression imputation was used to estimate means and intercepts, after the model parameters were set equal to their MLE. Significantly higher overall liking (OL) ratings were observed for products presented in the first order, whereas no significant serving order effects on OL were observed after MLE adjustment. Uneven consumer distribution in the consumer segmentations for unadjusted data sets revealed that actual segments of consumers might overlap with the existence of the FSOB, while the MLE approach showed different consumer segmentation patterns. The MLE approach did not distort the overall interpretation of the consumer preference, in comparison with the original data sets, by the principal component analysis. The MLE approach for eliminating FSOB was shown to be effective, especially in cases where it is necessary to adjust first-order products at the individual consumer level. Practical Applications The first serving order bias (FSOB) is often seen in consumer testing, which hedonically evaluates samples that are presented in a sequential monadic design. It could inflate the experimental error variance, resulting in the delivery of inaccurate consumer acceptances. In the present study, we introduce a maximum likelihood estimation (MLE)-based approach to minimize the FSOB. This method was proven to be quite robust and easy to perform to treat the FSOB in an effective fashion, and it is not detrimental to consumers' preference patterns, compared with the original data set. In particular, this method would be useful when specific products showing the FSOB exist in multiple products assessment, and only those products need to be selectively adjusted." @default.
• W1561165459 created "2016-06-24" @default.
• W1561165459 creator A5065428721 @default.
• W1561165459 creator A5072355831 @default.
• W1561165459 creator A5075777174 @default.
• W1561165459 date "2015-01-28" @default.
• W1561165459 modified "2023-09-24" @default.
• W1561165459 title "Application of Maximum Likelihood Estimation for First Serving Order Bias Adjustment" @default.
• W1561165459 cites W1963654454 @default.
• W1561165459 cites W1964808855 @default.
• W1561165459 cites W1974825582 @default.
• W1561165459 cites W1980117194 @default.
• W1561165459 cites W1991270880 @default.
• W1561165459 cites W1997056301 @default.
• W1561165459 cites W2018158689 @default.
• W1561165459 cites W2024507896 @default.
• W1561165459 cites W2033748464 @default.
• W1561165459 cites W2034707720 @default.
• W1561165459 cites W2037608980 @default.
• W1561165459 cites W2050100825 @default.
• W1561165459 cites W2050314702 @default.
• W1561165459 cites W2083705866 @default.
• W1561165459 cites W2143723630 @default.
• W1561165459 cites W2147945357 @default.
• W1561165459 cites W2151739225 @default.
• W1561165459 cites W2168646330 @default.
• W1561165459 cites W2500855092 @default.
• W1561165459 cites W4247241016 @default.
• W1561165459 cites W4299949638 @default.
• W1561165459 doi "https://doi.org/10.1111/joss.12137" @default.
• W1561165459 hasPublicationYear "2015" @default.
• W1561165459 type Work @default.
• W1561165459 sameAs 1561165459 @default.
• W1561165459 citedByCount "2" @default.
• W1561165459 countsByYear W15611654592016 @default.
• W1561165459 countsByYear W15611654592017 @default.
• W1561165459 crossrefType "journal-article" @default.
• W1561165459 hasAuthorship W1561165459A5065428721 @default.
• W1561165459 hasAuthorship W1561165459A5072355831 @default.
• W1561165459 hasAuthorship W1561165459A5075777174 @default.
• W1561165459 hasConcept C105795698 @default.
• W1561165459 hasConcept C121955636 @default.
• W1561165459 hasConcept C149782125 @default.
• W1561165459 hasConcept C162324750 @default.
• W1561165459 hasConcept C187736073 @default.
• W1561165459 hasConcept C196083921 @default.
• W1561165459 hasConcept C33923547 @default.
• W1561165459 hasConcept C41008148 @default.
• W1561165459 hasConcept C49781872 @default.
• W1561165459 hasConcept C58041806 @default.
• W1561165459 hasConcept C9357733 @default.
• W1561165459 hasConcept C96250715 @default.
• W1561165459 hasConceptScore W1561165459C105795698 @default.
• W1561165459 hasConceptScore W1561165459C121955636 @default.
• W1561165459 hasConceptScore W1561165459C149782125 @default.
• W1561165459 hasConceptScore W1561165459C162324750 @default.
• W1561165459 hasConceptScore W1561165459C187736073 @default.
• W1561165459 hasConceptScore W1561165459C196083921 @default.
• W1561165459 hasConceptScore W1561165459C33923547 @default.
• W1561165459 hasConceptScore W1561165459C41008148 @default.
• W1561165459 hasConceptScore W1561165459C49781872 @default.
• W1561165459 hasConceptScore W1561165459C58041806 @default.
• W1561165459 hasConceptScore W1561165459C9357733 @default.
• W1561165459 hasConceptScore W1561165459C96250715 @default.
• W1561165459 hasFunder F4320321209 @default.
• W1561165459 hasIssue "1" @default.
• W1561165459 hasLocation W15611654591 @default.
• W1561165459 hasOpenAccess W1561165459 @default.
• W1561165459 hasPrimaryLocation W15611654591 @default.
• W1561165459 hasRelatedWork W2055069726 @default.
• W1561165459 hasRelatedWork W2068007467 @default.
• W1561165459 hasRelatedWork W2096555119 @default.
• W1561165459 hasRelatedWork W2501909709 @default.
• W1561165459 hasRelatedWork W2528146299 @default.
• W1561165459 hasRelatedWork W3046867921 @default.
• W1561165459 hasRelatedWork W3158702500 @default.
• W1561165459 hasRelatedWork W4255213289 @default.
• W1561165459 hasRelatedWork W945682617 @default.
• W1561165459 hasRelatedWork W2740257273 @default.
• W1561165459 hasVolume "30" @default.
• W1561165459 isParatext "false" @default.
• W1561165459 isRetracted "false" @default.
• W1561165459 magId "1561165459" @default.
• W1561165459 workType "article" @default.