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LCA identified three meaningful subgroups of perceived barrier types.
Categorization by these cognitive traits resulted in meaningful subgroups of schizophrenia [ 11].
We used RP, an emerging but currently under-used, powerful statistical technique to identify meaningful subgroups of Asian women at high-risk for not following mammogram screening recommendations.
Due to the non-specificity of diagnostic categories (i.e. ICD-10, DSM-IV-TR) and the response of depression to various treatment modalities (i.e. medication, psychotherapy), the attempt to form biologically meaningful subgroups of depressed patients, so-called subtypes, has recently attracted considerable attention [ 3].
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The clinical syndrome of NC, on the other hand, provides a recognisable and meaningful subgroup of chronic low back pain patients who can be identified by the presence of posture-related clinical symptoms.
This will guide stratification of the cohort into meaningful subgroups for more detailed analyses.
To determine whether the expression of PR-dependent genes separates FTE samples into meaningful subgroups, unsupervised clustering of all individual samples was performed using genes previously shown to be altered downstream of PR activation by Jacobsen et al. (2005).
Generally there were insufficient studies in each pooled analyses to conduct meaningful subgroup analyses of different groups of trials according to the presence or absence of a specific risk factor such as prior anthracycline use or radiotherapy treatment.
These methods are preferable to simple mean imputation, or simple "best-worst" or "worst-worst" imputation, because the categorization of patients into clinically meaningful subgroups, and the imputation of their missing data by appropriately different models, accords well with best clinical judgment concerning the likely outcomes of the dropouts, and therefore will enhance the trial's results".
(1) To determine whether women could be segmented into meaningful subgroups with similar profiles of osteoporosis health beliefs; (2) to explore associations among osteoporosis belief profiles and calcium/vitamin D and soy supplement use.
In latent models, the distribution of participants into meaningful subgroups is based on probabilities and no assumptions of linear relationships, normal distributions, or homogeneity are required [ 28].
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