Latent Class Analysis: An Alternative Perspective on Subgroup Analysis in Prevention and Treatment
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Latent class/profile analysis has been proposed as an alternative to subgroup analysis in clinical trials, using observed data to identify latent group classifications that may suggest individual characteristics related to greater responses to treatment.
“Latent class/profile analysis has been proposed as an alternative to subgroup analysis in clinical trials. As an exploratory analysis, it uses observed data (e.g., clinical characteristics, randomized treatments) to identify latent group classifications that may suggest individual characteristics related to greater responses to treatment [205].”
From A Sequential Multiple Assignment Randomized Trial (SMART) study of medication and CBT sequencing in the treatment of pediatric anxiety disorders (2021) · cites this paper as [205]
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- Authors
- Lanza, S. T., & Rhoades, B. L.
- Venue
- Prevention Science
- Published
- 2011-02-12
- Volume
- 14
- Issue
- 2
- Pages
- 157-168
- ISSN
- 1389-4986
- 1573-6695
- PMC
- PMC3173585
- Cited by
- 1,031
- References
- 9
- Language
- en
- Licence
- www.springer.com/tdm (tdm)
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