Top Tweets for #latentclassanalysis
🔬 Research: A #LatentClassAnalysis on Singapore residents identified 3 #Antibiotic behavioural profiles – antibiotic appropriates, avoiders and seekers. About one in five were “antibiotic seekers”. Given their high trust in doctors and tendency to clinic hop for antibiotics, -
🧠 Returning to X to share some new research!
📰Identifying subphenotypes of patients undergoing post-operative delirium assessment
🧵Findings in this thread
#Delirium #LatentClassAnalysis #Endotypes #Subphenotypes #Geriatrics #PrecisionPyschiatry
https://t.co/CpfEPP25T5
Análisis de Clases Latentes con #JAMOVI (#LatentClassAnalysis, LCA)
Herrero Díez, Francisco JavierAutoridad Uniovi; Diego Rodriguez, Iván; Bernardo Gutiérrez, Ana Belén
#UNIOVI
https://t.co/fwJ7nMnEmR
My 1st PhD paper in the Journal of Affective Disorders by @els_psychiatry on #latentclassanalysis #lca and linking #health #lifestyle to #SuicidePrevention based on the #YRBS data by @CDCgov What a memory that set me up in learning machine learning data reduction.

✨APPLICATIONS CLOSE IN 9 DAYS✨ Let's learn all things mixtures!
✅ #LatentClassAnalysis
✅ #LatentProfileAnalysis
✅ #LatentTransitionAnalysis
✅ #MplusAutomation
Happy to share two new papers available today! The first in @eBioMedicine describes our derivation of #delirium #subtypes during #criticalillness using #latentclassanalysis. 1/
https://t.co/pGFbFFJpEg
#LatentClassAnalysis shows levels of suicide risk in pediatric emergency room patients: https://t.co/tU0KS5zcnK https://t.co/eAeZu3idF2 #SharedFacts
Estimating latent class models using MplusAutomation allows for the careful study of solutions and keeps the multiple output files organized. Learn about it in our mixture modeling training https://t.co/FWxDRmchPV #MplusAutomation #rstats #Mplus #LatentClassAnalysis #rladies

🤔Everything you ever wanted to know about latent class analysis but were afraid to ask...
**Well, Not everything, just 10 things. by @nylund_gibson @aycphd
https://t.co/wIRvdYYyp6
#latentclassanalysis #LCA #Rstats #Mplus
Are you looking for hidden groups in categorical data?
We've got you covered!
Register now for 1 of the last places in our course on "Latent Class Analysis":
➡️ https://t.co/bMsrUVj5yy
#MixtureModeling #HiddenMarkovModeling #StructuralEquationModels #LatentClassAnalysis

What are some of the challenges/barriers you have faced when learning or conducting a mixture model analysis?
E.g., #LatentClassAnalysis, #LatentProfileAnalysis, #StructuralEquationModeling, #rstats, #Mplus, enumeration…
A repeated #latentclassanalysis of ~1M #Veterans high-risk for #hospitalization found population-level groups stable over 2 yrs, but individuals often moved ↔️ groups.
More from Franya Hutchins, @JoshuaMThorpe, Xinhua Zhao, Hongwei Zhang & @roslandam 👉 https://t.co/psZ61uYvBC

✨Research spotlight🔦 Sabrina Liu (@sabrinarliu) applies #LatentClassAnalysis to study issues of equity:
"Patterns of Family, School, and Community Promotive Factors & Health Disparities Among Youth: Implications for Prevention Science" 👇
https://t.co/A2ep9z1aA7
Our latest published paper investigating comorbidity phenotypes using #LCA methods, #Opioids use, & risk of mortality in #OA patients & matched controls. @Nirantharakumar @Lord_Lab @InflamAge_UoB @unibirm_MDS
#IMRD #LatentClassAnalysis #OsteoArthritis
https://t.co/jP2CqtAkyi
check out @UMass_CPHR student @yuanyiyang18's latest work using #LatentClassAnalysis to examine physical fragility & cognitive impairment among nursing home residents! #epitwitter @UMassChanGSBS @UMassChan
In ORAL SESSION 1C, there were two studies in which classifications using latent class analysis (LCA) were used. @drishtibaid and Dr. Juan M. Gonzalez Sepulveda.
LCA is an appropriate method because it is a statistic-based classifier. #latentclassanalysis #LCA #SMDM21 #MDMtwitter
The lineup for the https://t.co/lboFsR8iC2 winter institute is here: online classes in Dec/Jan on #MultilevelModels, Longitudinal #SEM, #ResearchDesign with #MixedMethods, #CausalInference, and #MixtureModels / #LatentClassAnalysis. https://t.co/1Yz54mqWtl
Want to learn more about LCA-- join my virtual class in September! Registration is now open! See below for more information #LCA #mixturemodeling #latentclassanalysis @GGSEucsb
Registration is open for the 2021 courses of @methods_U! We are excited to announce we will have three online courses in September! Latent class analysis, Evaluation, and Data Visualization. For more information, visit https://t.co/rqt9T9ZtMi #LCA #Evaluation #Dataviz @GGSEucsb

Why are ordered #LatentClassAnalysis solutions common in applied #stats? A discussion in the 🧵 below.
Thinking about the items that compose an #LCA or #LPA:
@cmbrandes 1. Are these scales designed using a factor analytic lens & then people are running an LCA/LPA?
2.Maybe the process of scale construction & validation offers an explanation for this pattern?
3. Scales designed using FA (i.e., to be highly corr.) will have a predictable dist...
This #NewResearchThursday, check out Drs. @RodmanTurpin
and @DrVielka #LatentClassAnalysis of #Identity, #Homophobia, and #Risk #Behavior for #Black #SexualMinority #Men, showing the importance of these factors for #HIV and #STI #Prevention efforts. https://t.co/DlJdnABjK6

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