Results 51 to 60 of about 542,387 (197)

randomLCA: An R Package for Latent Class with Random Effects Analysis

open access: yesJournal of Statistical Software, 2017
Latent class is a method for classifying subjects, originally based on binary outcome data but now extended to other data types. A major difficulty with the use of latent class models is the presence of heterogeneity of the outcome probabilities within ...
Ken J. Beath
doaj   +1 more source

Modeling homophily and stochastic equivalence in symmetric relational data [PDF]

open access: yes, 2007
This article discusses a latent variable model for inference and prediction of symmetric relational data. The model, based on the idea of the eigenvalue decomposition, represents the relationship between two nodes as the weighted inner-product of node ...
Hoff, Peter D.
core   +4 more sources

PEMODELAN TINGKAT INFLASI INDONESIA MENGGUNAKAN MARKOV SWITCHING AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY [PDF]

open access: yes, 2015
The degree of disease dengue patients in early at the hospital is latent or unknown directly. Therefore it needs an indicator variables such as the examination of hematocrit, leukocytes and platelets to classify patients with dengue fever into classes ...
Wahyudi, Omy
core  

First in Class? The Performance of Latent Class Model [PDF]

open access: yes
Replaced with revised version of poster 07/22/11.Monte Carlo Simulations, Latent Class Model, Environmental Economics and Policy,
Chen, Min, Lupi, Frank
core   +1 more source

Nurses’ preferences for interventions to improve infection prevention and control behaviors based on systems engineering initiative to patient safety model: a discrete choice experiment

open access: yesBMC Nursing
Background The evidence of preferences for infection prevention and control (IPC) intervention from system perspective was lacked. This study aimed to elicit nurses’ preferences for the intervention designed to improve IPC behaviors based on the Systems ...
Qian Zhou   +7 more
doaj   +1 more source

Assessment of the general public's knowledge about rheumatic diseases: evidence from a Portuguese population-based survey

open access: yesBMC Musculoskeletal Disorders, 2010
Background To identify incorrect beliefs and common knowledge about rheumatic diseases in the general population. Methods Participants were selected during the follow-up of a representative cohort of adult population of Porto, Portugal; 1626 participants
Severo Milton   +3 more
doaj   +1 more source

Measuring the performance of LPA, LCGA, LGCM, and GMM in identifying the homogenous subgroups (latent classes) within the wider heterogeneous population of patients on DTG

open access: yesFrontiers in Applied Mathematics and Statistics
BackgroundIdentifying heterogeneity in longitudinal data is critical for understanding diverse trajectories in clinical and epidemiological research. Traditional analytical methods often fail to distinguish latent subpopulations.
Harrid Nkhoma   +3 more
doaj   +1 more source

Integrated Model of Joint Residence-Workplace Location Choice and Commute Behavior Using Latent Class and Mixed Logit Methods

open access: yesDiscrete Dynamics in Nature and Society, 2015
With the rapid development of urbanization and motorization, urban commute trips are becoming increasingly serious due to the unbalanced distribution of residence and workplace land-use types in most Chinese cities. To explore the inherent interrelations
Pengpeng Jiao, Meiqi Liu, Jin Guo
doaj   +1 more source

Shyness in Chinese preschool children: a latent class growth model

open access: yesHumanities & Social Sciences Communications
Shyness is often linked to negative social adjustment, and children may exhibit various developmental patterns of social withdrawal behaviors at different stages.
Jingjing Zhu   +5 more
doaj   +1 more source

Extending dynamic segmentation with lead generation: A latent class Markov analysis of financial product portfolios [PDF]

open access: yes
A recent development in marketing research concerns the incorporation of dynamics in consumer segmentation.This paper extends the latent class Markov model, a suitable technique for conducting dynamic segmentation, in order to facilitate lead generation ...
Bijmolt, T.H.A.   +2 more
core   +1 more source

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