Vertaile menetelmiä
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| Tapaus-kohorttimalli× | Latent Transition Analysis× | |
|---|---|---|
| Tieteenala | Psykometriikka | Psykometriikka |
| Menetelmäperhe | Latent structure | Latent structure |
| Syntyvuosi≠ | 1986 | 2002 |
| Kehittäjä≠ | Ross Prentice | Linda M. Collins, Stephanie T. Lanza |
| Tyyppi≠ | Partial cohort sampling design | Markovian transition between latent states |
| Alkuperäislähde≠ | Prentice, R. L. (1986). A case-cohort design for epidemiologic cohort studies and disease prevention trials. Biometrika, 73(1), 1-11. DOI ↗ | Collins, L. M., & Lanza, S. T. (2010). Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences. Wiley. ISBN: 9780470228395 |
| Rinnakkaisnimet≠ | — | LTA |
| Liittyvät | 4 | 4 |
| Tiivistelmä≠ | Case-cohort design is an epidemiological study design developed by Prentice (1986) that efficiently combines features of case-control and cohort studies. Researchers enroll an entire cohort, follow it for outcomes, then measure exposures only on cases and a random subcohort, reducing measurement costs while maintaining valid causal inference. | Latent Transition Analysis (LTA) is a method for studying transitions between latent classes over time, developed by Collins and Lanza (2010). LTA combines latent class analysis (grouping individuals into classes) with Markovian transition models to understand how people move between qualitatively distinct states across time periods. |
| ScholarGateAineisto ↗ |
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