Evaluating the Quality of Classification in Mixture Model Simulations
Sign Up to like & getrecommendations! Published in 2022 at "Educational and Psychological Measurement"
DOI: 10.1177/00131644221093619
Abstract: The purpose of this study was to evaluate the degree of classification quality in the basic latent class model when covariates are either included or are not included in the model. To accomplish this task,… read more here.
Keywords: quality; classification; evaluating quality; classification mixture ... See more keywords
An alternative classification to mixture modeling for longitudinal counts or binary measures
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DOI: 10.1177/0962280214549040
Abstract: Classifying patients according to longitudinal measures, or trajectory classification, has become frequent in clinical research. The k-means algorithm is increasingly used for this task in case of continuous variables with standard deviations that do not… read more here.
Keywords: classification; classification mixture; modeling longitudinal; alternative classification ... See more keywords