FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897611033> ?p ?o ?g. }

• W2897611033 endingPage "13679" @default.
• W2897611033 startingPage "13670" @default.
• W2897611033 abstract "The objective of this work was to develop a multilevel (hierarchical) model based on isocratic-reversed-phase-high-performance-chromatographic data collected in methanol and acetonitrile for 58 chemical compounds. Such a multilevel model is a regression model of the analyte-specific chromatographic measurements, in which all the regression parameters are given a probability model. It is a fundamentally different approach from the most common approach, where parameters are separately estimated for each analyte (without sharing information across analytes and different organic modifiers). The statistical analysis was done with Stan software implementing the Bayesian-statistics inference with Markov-chain Monte Carlo sampling. During the model-building process, a series of multilevel models of different complexity were obtained, such as (1) a model with no pooling (separate models were fitted for each analyte), (2) a model with partial pooling (a common distribution was used for analyte-specific parameters), and (3) a model with partial pooling as well as a regression model relating analyte-specific parameters and analyte-specific properties (QSRR equations). All the models were compared with each other using 10-fold cross-validation. The benefits of multilevel models in inference and predictions were shown. In particular the obtained models allowed us to (i) better understand the data and (ii) solve many routine analytical problems, such as obtaining well-calibrated predictions of retention factors for an analyte in acetonitrile-containing mobile phases given zero, one, or several measurements in methanol-containing mobile phases and vice versa." @default.
• W2897611033 created "2018-10-26" @default.
• W2897611033 creator A5011296788 @default.
• W2897611033 creator A5021754483 @default.
• W2897611033 creator A5052707870 @default.
• W2897611033 date "2018-10-18" @default.
• W2897611033 modified "2023-09-26" @default.
• W2897611033 title "Analysis of Isocratic-Chromatographic-Retention Data using Bayesian Multilevel Modeling" @default.
• W2897611033 cites W137703593 @default.
• W2897611033 cites W1608010946 @default.
• W2897611033 cites W1963796563 @default.
• W2897611033 cites W1971344406 @default.
• W2897611033 cites W1984965695 @default.
• W2897611033 cites W2015066093 @default.
• W2897611033 cites W2046382710 @default.
• W2897611033 cites W2070373344 @default.
• W2897611033 cites W2076826072 @default.
• W2897611033 cites W2084045976 @default.
• W2897611033 cites W2130715829 @default.
• W2897611033 cites W2169678694 @default.
• W2897611033 cites W2180943973 @default.
• W2897611033 cites W2203714058 @default.
• W2897611033 cites W2327942635 @default.
• W2897611033 cites W2399345480 @default.
• W2897611033 cites W2577537660 @default.
• W2897611033 cites W2733574956 @default.
• W2897611033 cites W2765838829 @default.
• W2897611033 cites W2788226441 @default.
• W2897611033 cites W2794314008 @default.
• W2897611033 cites W2801042993 @default.
• W2897611033 doi "https://doi.org/10.1021/acs.analchem.8b04033" @default.
• W2897611033 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30335375" @default.
• W2897611033 hasPublicationYear "2018" @default.
• W2897611033 type Work @default.
• W2897611033 sameAs 2897611033 @default.
• W2897611033 citedByCount "6" @default.
• W2897611033 countsByYear W28976110332019 @default.
• W2897611033 countsByYear W28976110332020 @default.
• W2897611033 countsByYear W28976110332021 @default.
• W2897611033 countsByYear W28976110332022 @default.
• W2897611033 countsByYear W28976110332023 @default.
• W2897611033 crossrefType "journal-article" @default.
• W2897611033 hasAuthorship W2897611033A5011296788 @default.
• W2897611033 hasAuthorship W2897611033A5021754483 @default.
• W2897611033 hasAuthorship W2897611033A5052707870 @default.
• W2897611033 hasConcept C101112237 @default.
• W2897611033 hasConcept C10390740 @default.
• W2897611033 hasConcept C105795698 @default.
• W2897611033 hasConcept C107673813 @default.
• W2897611033 hasConcept C111350023 @default.
• W2897611033 hasConcept C134261354 @default.
• W2897611033 hasConcept C154945302 @default.
• W2897611033 hasConcept C160234255 @default.
• W2897611033 hasConcept C185592680 @default.
• W2897611033 hasConcept C186060115 @default.
• W2897611033 hasConcept C191413810 @default.
• W2897611033 hasConcept C19499675 @default.
• W2897611033 hasConcept C33923547 @default.
• W2897611033 hasConcept C41008148 @default.
• W2897611033 hasConcept C43617362 @default.
• W2897611033 hasConcept C70437156 @default.
• W2897611033 hasConcept C86803240 @default.
• W2897611033 hasConceptScore W2897611033C101112237 @default.
• W2897611033 hasConceptScore W2897611033C10390740 @default.
• W2897611033 hasConceptScore W2897611033C105795698 @default.
• W2897611033 hasConceptScore W2897611033C107673813 @default.
• W2897611033 hasConceptScore W2897611033C111350023 @default.
• W2897611033 hasConceptScore W2897611033C134261354 @default.
• W2897611033 hasConceptScore W2897611033C154945302 @default.
• W2897611033 hasConceptScore W2897611033C160234255 @default.
• W2897611033 hasConceptScore W2897611033C185592680 @default.
• W2897611033 hasConceptScore W2897611033C186060115 @default.
• W2897611033 hasConceptScore W2897611033C191413810 @default.
• W2897611033 hasConceptScore W2897611033C19499675 @default.
• W2897611033 hasConceptScore W2897611033C33923547 @default.
• W2897611033 hasConceptScore W2897611033C41008148 @default.
• W2897611033 hasConceptScore W2897611033C43617362 @default.
• W2897611033 hasConceptScore W2897611033C70437156 @default.
• W2897611033 hasConceptScore W2897611033C86803240 @default.
• W2897611033 hasFunder F4320322511 @default.
• W2897611033 hasFunder F4320322733 @default.
• W2897611033 hasIssue "22" @default.
• W2897611033 hasLocation W28976110331 @default.
• W2897611033 hasLocation W28976110332 @default.
• W2897611033 hasOpenAccess W2897611033 @default.
• W2897611033 hasPrimaryLocation W28976110331 @default.
• W2897611033 hasRelatedWork W1533978121 @default.
• W2897611033 hasRelatedWork W2027276540 @default.
• W2897611033 hasRelatedWork W2029569090 @default.
• W2897611033 hasRelatedWork W2065699483 @default.
• W2897611033 hasRelatedWork W2369671318 @default.
• W2897611033 hasRelatedWork W2384875295 @default.
• W2897611033 hasRelatedWork W2464065341 @default.
• W2897611033 hasRelatedWork W2591899746 @default.
• W2897611033 hasRelatedWork W2783801314 @default.
• W2897611033 hasRelatedWork W3104776319 @default.
• W2897611033 hasVolume "90" @default.
• W2897611033 isParatext "false" @default.

• next