The impact of different data handling strategies in exploratory and confirmatory factor analysis of diary measures: an evaluation using simulated and real-world asthma nighttime symptoms diary data-Reference-Cited by-同舟云学术

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The impact of different data handling strategies in exploratory and confirmatory factor analysis of diary measures: an evaluation using simulated and real-world asthma nighttime symptoms diary data

Published:2024-02-14 Issue: Volume: Page:1-25
ISSN:1054-3406
Container-title:Journal of Biopharmaceutical Statistics
language:en
Short-container-title:Journal of Biopharmaceutical Statistics

Author:

Dumi Gerasimos¹,O’Neill Dara²,Daskalopoulou Christina¹,Keeley Tom³,Rhoten Stephanie⁴,Sauriyal Dharmraj⁵,Fromy Piper⁶⁷

Affiliation:

1. Patient-Centered Solutions, IQVIA, Athens, Greece

2. Patient-Centered Solutions, IQVIA, Barcelona, Spain

3. Patient Centered Outcomes, R&D Global Medical, GSK, London, UK

4. Patient-Centered Solutions, IQVIA, San Francisco, California, USA

5. GSK, Global capability centre, Bangalore, India

6. Patient-Centered Solutions, IQVIA, Courbevoie, France

7. SeeingTheta, Saumur, France

Funder

This study was funded by GSK

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/10543406.2024.2310312

Reference82 articles.

1. Latent Variable Models and Factor Analysis

2. SEM with simplicity and accuracy

3. Outliers and Improper Solutions

4. The robustness of LISREL modeling revisited;Boomsma A.;Structural Equation Modeling: Present and Future,2001

5. Brown, T. A. 2015. Confirmatory factor analysis for applied research. New York: Guilford publications.

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