… The use of cluster analysis is potentially a limiting factor in this study. Because cluster analysis
is not an inferential statistical technique, there is no probability calculated. The technique …

… Similar to cluster analyses performed in asthma, we … cluster analyses performed in asthma.11
Subjects were required to have all 32 variables to be included in the cluster analysis. One …

… Cluster analysis was not performed again in this study. Rather, we used a discriminant analysis
… with other cluster analyses. Prior asthma studies examining therapeutic outcomes after …

… The pathophysiology of chronic rhinosinusitis (CRS) is not … investigate diverse CRS phenotypes
using cluster analysis. … for cluster analysis based on principal component analysis of 16 …

… Inflammatory endotypes of chronic rhinosinusitis based on cluster analysis of biomarkers. …
Inflammatory endotypes of chronic rhinosinusitis based on cluster analysis of biomarkers. …

… However, it is possible that these limitations may be overcome by use of cluster analysis.
The aim of this study was therefore to perform cluster analysis of CR patients to identify the …

… cluster analysis of mucus cytokines.14 In the process of validating these endotypes, we
repeated cluster analysis in … Hierarchical cluster analysis identified 5 CRS clusters with unique …

… The expression of chronic rhinosinusitis (CRS) is multidimensional. Disease heterogeneity in
patients … This study aimed to identify endotypes of CRS using cluster analysis by integrating …

… Chronic rhinosinusitis with nasal polyps (CRSwNP) is a multidimensional disease. In this
study, we performed an unsupervised cluster analysis of … unsupervised cluster analysis of …

… and discriminant analysis in these identified clusters, and identify which groups (clusters) of
… This study attempts to use clustering analysis to predict outcomes of sinus surgery, which …