FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297236464> ?p ?o ?g. }

• W4297236464 endingPage "838" @default.
• W4297236464 startingPage "827" @default.
• W4297236464 abstract "Rate of perceived exertion (RPE) is used to calculate athlete load. Incomplete load data, due to missing athlete-reported RPE, can increase injury risk. The current standard for missing RPE imputation is daily team mean substitution. However, RPE reflects an individual’s effort; group mean substitution may be suboptimal. This investigation assessed an ideal method for imputing RPE. A total of 987 datasets were collected from women’s rugby sevens competitions. Daily team mean substitution, k-nearest neighbours, random forest, support vector machine, neural network, linear, stepwise, lasso, ridge, and elastic net regression models were assessed at different missingness levels. Statistical equivalence of true and imputed scores by model were evaluated. An ANOVA of accuracy by model and missingness was completed. While all models were equivalent to the true RPE, differences by model existed. Daily team mean substitution was the poorest performing model, and random forest, the best. Accuracy was low in all models, affirming RPE as multifaceted and requiring quantification of potentially overlapping factors. While group mean substitution is discouraged, practitioners are recommended to scrutinize any imputation method relating to athlete load." @default.
• W4297236464 created "2022-09-28" @default.
• W4297236464 creator A5007136538 @default.
• W4297236464 creator A5073901827 @default.
• W4297236464 creator A5080726463 @default.
• W4297236464 date "2022-09-23" @default.
• W4297236464 modified "2023-09-30" @default.
• W4297236464 title "Comparison of Imputation Methods for Missing Rate of Perceived Exertion Data in Rugby" @default.
• W4297236464 cites W1970112145 @default.
• W4297236464 cites W1977098485 @default.
• W4297236464 cites W1991395672 @default.
• W4297236464 cites W1991667714 @default.
• W4297236464 cites W2005606723 @default.
• W4297236464 cites W2007500670 @default.
• W4297236464 cites W2007656162 @default.
• W4297236464 cites W2017960296 @default.
• W4297236464 cites W2023435383 @default.
• W4297236464 cites W2036713095 @default.
• W4297236464 cites W2082678545 @default.
• W4297236464 cites W2096555119 @default.
• W4297236464 cites W2122825543 @default.
• W4297236464 cites W2127552572 @default.
• W4297236464 cites W2128215982 @default.
• W4297236464 cites W2130347324 @default.
• W4297236464 cites W2135046866 @default.
• W4297236464 cites W2136594523 @default.
• W4297236464 cites W2141019052 @default.
• W4297236464 cites W2146731044 @default.
• W4297236464 cites W2155013980 @default.
• W4297236464 cites W2262849853 @default.
• W4297236464 cites W2301568511 @default.
• W4297236464 cites W2327037637 @default.
• W4297236464 cites W2329430648 @default.
• W4297236464 cites W2330219538 @default.
• W4297236464 cites W2331511342 @default.
• W4297236464 cites W2397341258 @default.
• W4297236464 cites W2490981556 @default.
• W4297236464 cites W2560304567 @default.
• W4297236464 cites W2563836789 @default.
• W4297236464 cites W2610765860 @default.
• W4297236464 cites W2728350380 @default.
• W4297236464 cites W2765584430 @default.
• W4297236464 cites W2788930055 @default.
• W4297236464 cites W2792799405 @default.
• W4297236464 cites W2895020388 @default.
• W4297236464 cites W2911964244 @default.
• W4297236464 cites W2942157335 @default.
• W4297236464 cites W2979573534 @default.
• W4297236464 cites W3044592382 @default.
• W4297236464 cites W3093587882 @default.
• W4297236464 cites W3101981467 @default.
• W4297236464 cites W3123538500 @default.
• W4297236464 cites W3133720952 @default.
• W4297236464 cites W3162141475 @default.
• W4297236464 cites W319032569 @default.
• W4297236464 cites W4283739675 @default.
• W4297236464 cites W61751760 @default.
• W4297236464 cites W2671516488 @default.
• W4297236464 doi "https://doi.org/10.3390/make4040041" @default.
• W4297236464 hasPublicationYear "2022" @default.
• W4297236464 type Work @default.
• W4297236464 citedByCount "1" @default.
• W4297236464 countsByYear W42972364642023 @default.
• W4297236464 crossrefType "journal-article" @default.
• W4297236464 hasAuthorship W4297236464A5007136538 @default.
• W4297236464 hasAuthorship W4297236464A5073901827 @default.
• W4297236464 hasAuthorship W4297236464A5080726463 @default.
• W4297236464 hasBestOaLocation W42972364641 @default.
• W4297236464 hasConcept C105795698 @default.
• W4297236464 hasConcept C126838900 @default.
• W4297236464 hasConcept C139945424 @default.
• W4297236464 hasConcept C154945302 @default.
• W4297236464 hasConcept C169258074 @default.
• W4297236464 hasConcept C2777953023 @default.
• W4297236464 hasConcept C2993527604 @default.
• W4297236464 hasConcept C33923547 @default.
• W4297236464 hasConcept C41008148 @default.
• W4297236464 hasConcept C58041806 @default.
• W4297236464 hasConcept C71924100 @default.
• W4297236464 hasConcept C84393581 @default.
• W4297236464 hasConcept C9357733 @default.
• W4297236464 hasConceptScore W4297236464C105795698 @default.
• W4297236464 hasConceptScore W4297236464C126838900 @default.
• W4297236464 hasConceptScore W4297236464C139945424 @default.
• W4297236464 hasConceptScore W4297236464C154945302 @default.
• W4297236464 hasConceptScore W4297236464C169258074 @default.
• W4297236464 hasConceptScore W4297236464C2777953023 @default.
• W4297236464 hasConceptScore W4297236464C2993527604 @default.
• W4297236464 hasConceptScore W4297236464C33923547 @default.
• W4297236464 hasConceptScore W4297236464C41008148 @default.
• W4297236464 hasConceptScore W4297236464C58041806 @default.
• W4297236464 hasConceptScore W4297236464C71924100 @default.
• W4297236464 hasConceptScore W4297236464C84393581 @default.
• W4297236464 hasConceptScore W4297236464C9357733 @default.
• W4297236464 hasFunder F4320322675 @default.
• W4297236464 hasIssue "4" @default.
• W4297236464 hasLocation W42972364641 @default.
• W4297236464 hasLocation W42972364642 @default.

• next