2026-09-21T17:16:59Z https://www.ideals.illinois.edu/oai-pmh

oai:www.ideals.illinois.edu:2142/106399 2023-07-11 col_2142_5131 col_2142_11614 com_2142_5130 com_2142_11613 com_2142_8903

Culpepper, Steven Regenwetter, Michel Jimenez, Auburn A. 2020-03-02T22:18:19Z 2020-03-02T22:18:19Z 2022-03-03T10:15:27Z 2019-12-12 2019-12 "Cognitive diagnosis models (CDMs) are useful methods for classifying individuals into substantively meaningful latent classes. Recent research applied disjunctive models to psychopathology questionnaires to support clinical diagnoses. We discuss a more general disjunctive model than used in previous research, the Generalized, Noisy Inputs, Deterministic ""OR'' Gate (GNIDO) model. We generalize the proof of Köhn & Chiu (2016) to establish the duality between the GNIDO and the Generalized, Noisy Inputs, Deterministic ""AND'' Gate (GNIDA) model, which is also known as the reduced reparameterized unified model (rRUM). We apply an exploratory GNIDO model to 14 anxiety items from the Wisconsin Longitudinal Study to uncover the latent structure. Our application of the exploratory GNIDO demonstrates the clinical value in using exploratory CDMs in applied research. We discuss the implication of our results for future methodological research as well as substantive efforts that aim to use clinical diagnoses to transition patients to symptom-free classes with more targeted interventions." Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2021-12-01 The student, Auburn Jimenez, accepted the attached license on 2019-12-11 at 14:43. The student, Auburn Jimenez, submitted this Thesis for approval on 2019-12-11 at 15:34. This Thesis was approved for publication on 2019-12-12 at 09:51. DSpace SAF Submission Ingestion Package generated from Vireo submission #14796 on 2020-02-28 at 17:24:28 Made available in DSpace on 2020-03-02T22:18:19Z (GMT). No. of bitstreams: 2 JIMENEZ-THESIS-2019.pdf: 236528 bytes, checksum: c4cb7c20b75b764b3014784bfb8f0cf9 (MD5) LICENSE.txt: 4211 bytes, checksum: fed80d2142cf6c78a3a0c6530a38e4a8 (MD5) Previous issue date: 2019-12-12 Embargo set by: Seth Robbins for item 113942 Lift date: 2022-03-02T22:18:25Z Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD system U of I Only Restriction Lifted for Item 113942 on 2022-03-03T10:15:27Z. application/pdf http://hdl.handle.net/2142/106399 en Copyright 2019 Auburn Jimenez Exploratory cognitive diagnosis modeling duality conjunctive disjunctive reduced reparameterized unified model psychopathology The exploratory Generalized Noisy Inputs, Deterministic “OR” gate model: A duality proof and application text text Psychology Psychology University of Illinois at Urbana-Champaign Thesis M.S.