Practitioner's Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls
Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overv...
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| Vydané v: | Critical care medicine Ročník 49; číslo 1; s. e63 |
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| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
United States
01.01.2021
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| Predmet: | |
| ISSN: | 1530-0293, 1530-0293 |
| On-line prístup: | Zistit podrobnosti o prístupe |
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| Abstract | Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. |
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| AbstractList | Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data.Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. |
| Author | Calfee, Carolyn S Delucchi, Kevin L Sinha, Pratik |
| Author_xml | – sequence: 1 givenname: Pratik surname: Sinha fullname: Sinha, Pratik organization: Department of Anesthesia, University of California, San Francisco, San Francisco, CA – sequence: 2 givenname: Carolyn S surname: Calfee fullname: Calfee, Carolyn S organization: Department of Anesthesia, University of California, San Francisco, San Francisco, CA – sequence: 3 givenname: Kevin L surname: Delucchi fullname: Delucchi, Kevin L organization: Department of Psychiatry, University of California, San Francisco, San Francisco, CA |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33165028$$D View this record in MEDLINE/PubMed |
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