FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2138006952> ?p ?o ?g. }

• W2138006952 endingPage "134" @default.
• W2138006952 startingPage "119" @default.
• W2138006952 abstract "The non-compensatory class of multidimensional item response theory (MIRT) models frequently represents the cognitive processes underlying a series of test items better than the compensatory class of MIRT models. Nevertheless, few researchers have used non-compensatory MIRT in modeling psychological data. One reason for this lack of use is because non-compensatory MIRT item parameters are notoriously difficult to accurately estimate. In this article, we propose methods to improve the estimability of a specific non-compensatory model. To initiate the discussion, we address the non-identifiability of the explored non-compensatory MIRT model by suggesting that practitioners use an item-dimension constraint matrix (namely, a Q-matrix) that results in model identifiability. We then compare two promising algorithms for high-dimensional model calibration, Markov chain Monte Carlo (MCMC) and Metropolis–Hastings Robbins–Monro (MH-RM), and discuss, via analytical demonstrations, the challenges in estimating model parameters. Based on simulation studies, we show that when the dimensions are not highly correlated, and when the Q-matrix displays appropriate structure, the non-compensatory MIRT model can be accurately calibrated (using the aforementioned methods) with as few as 1,000 people. Based on the simulations, we conclude that the MCMC algorithm is better able to estimate model parameters across a variety of conditions, whereas the MH-RM algorithm should be used with caution when a test displays complex structure and when the latent dimensions are highly correlated." @default.
• W2138006952 created "2016-06-24" @default.
• W2138006952 creator A5028047833 @default.
• W2138006952 creator A5031175011 @default.
• W2138006952 date "2014-08-19" @default.
• W2138006952 modified "2023-09-24" @default.
• W2138006952 title "Comparing Two Algorithms for Calibrating the Restricted Non-Compensatory Multidimensional IRT Model" @default.
• W2138006952 cites W159882842 @default.
• W2138006952 cites W1991203624 @default.
• W2138006952 cites W1993225241 @default.
• W2138006952 cites W1993753443 @default.
• W2138006952 cites W1996064717 @default.
• W2138006952 cites W1998775230 @default.
• W2138006952 cites W2002091574 @default.
• W2138006952 cites W2002352330 @default.
• W2138006952 cites W2005093659 @default.
• W2138006952 cites W2022107414 @default.
• W2138006952 cites W2035322616 @default.
• W2138006952 cites W2040228963 @default.
• W2138006952 cites W2045987194 @default.
• W2138006952 cites W2054855387 @default.
• W2138006952 cites W2055276505 @default.
• W2138006952 cites W2069398638 @default.
• W2138006952 cites W2091624966 @default.
• W2138006952 cites W2093143832 @default.
• W2138006952 cites W2094670547 @default.
• W2138006952 cites W2096270992 @default.
• W2138006952 cites W2117640803 @default.
• W2138006952 cites W2140852703 @default.
• W2138006952 doi "https://doi.org/10.1177/0146621614545983" @default.
• W2138006952 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5978509" @default.
• W2138006952 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29880997" @default.
• W2138006952 hasPublicationYear "2014" @default.
• W2138006952 type Work @default.
• W2138006952 sameAs 2138006952 @default.
• W2138006952 citedByCount "33" @default.
• W2138006952 countsByYear W21380069522015 @default.
• W2138006952 countsByYear W21380069522016 @default.
• W2138006952 countsByYear W21380069522017 @default.
• W2138006952 countsByYear W21380069522018 @default.
• W2138006952 countsByYear W21380069522019 @default.
• W2138006952 countsByYear W21380069522020 @default.
• W2138006952 countsByYear W21380069522021 @default.
• W2138006952 countsByYear W21380069522022 @default.
• W2138006952 countsByYear W21380069522023 @default.
• W2138006952 crossrefType "journal-article" @default.
• W2138006952 hasAuthorship W2138006952A5028047833 @default.
• W2138006952 hasAuthorship W2138006952A5031175011 @default.
• W2138006952 hasBestOaLocation W21380069522 @default.
• W2138006952 hasConcept C105795698 @default.
• W2138006952 hasConcept C107673813 @default.
• W2138006952 hasConcept C111350023 @default.
• W2138006952 hasConcept C11413529 @default.
• W2138006952 hasConcept C119857082 @default.
• W2138006952 hasConcept C122770356 @default.
• W2138006952 hasConcept C154945302 @default.
• W2138006952 hasConcept C171606756 @default.
• W2138006952 hasConcept C19875794 @default.
• W2138006952 hasConcept C202444582 @default.
• W2138006952 hasConcept C2524010 @default.
• W2138006952 hasConcept C2776036281 @default.
• W2138006952 hasConcept C2777212361 @default.
• W2138006952 hasConcept C33676613 @default.
• W2138006952 hasConcept C33923547 @default.
• W2138006952 hasConcept C41008148 @default.
• W2138006952 hasConceptScore W2138006952C105795698 @default.
• W2138006952 hasConceptScore W2138006952C107673813 @default.
• W2138006952 hasConceptScore W2138006952C111350023 @default.
• W2138006952 hasConceptScore W2138006952C11413529 @default.
• W2138006952 hasConceptScore W2138006952C119857082 @default.
• W2138006952 hasConceptScore W2138006952C122770356 @default.
• W2138006952 hasConceptScore W2138006952C154945302 @default.
• W2138006952 hasConceptScore W2138006952C171606756 @default.
• W2138006952 hasConceptScore W2138006952C19875794 @default.
• W2138006952 hasConceptScore W2138006952C202444582 @default.
• W2138006952 hasConceptScore W2138006952C2524010 @default.
• W2138006952 hasConceptScore W2138006952C2776036281 @default.
• W2138006952 hasConceptScore W2138006952C2777212361 @default.
• W2138006952 hasConceptScore W2138006952C33676613 @default.
• W2138006952 hasConceptScore W2138006952C33923547 @default.
• W2138006952 hasConceptScore W2138006952C41008148 @default.
• W2138006952 hasIssue "2" @default.
• W2138006952 hasLocation W21380069521 @default.
• W2138006952 hasLocation W21380069522 @default.
• W2138006952 hasLocation W21380069523 @default.
• W2138006952 hasLocation W21380069524 @default.
• W2138006952 hasOpenAccess W2138006952 @default.
• W2138006952 hasPrimaryLocation W21380069521 @default.
• W2138006952 hasRelatedWork W1949340363 @default.
• W2138006952 hasRelatedWork W2005930910 @default.
• W2138006952 hasRelatedWork W2056892893 @default.
• W2138006952 hasRelatedWork W2080397230 @default.
• W2138006952 hasRelatedWork W2138006952 @default.
• W2138006952 hasRelatedWork W2515420122 @default.
• W2138006952 hasRelatedWork W2963659792 @default.
• W2138006952 hasRelatedWork W3124427522 @default.
• W2138006952 hasRelatedWork W4205135043 @default.
• W2138006952 hasRelatedWork W4248479957 @default.

• next