This research explicated the use of exploratory data analysis in describing type II diabetes mellitus among the Navajo Indians. A sample of 98 diagnosed diabetics was obtained from a retrospective chart review and had a 1.3:1 female to male ratio, a median age of 58.6 years, and a mean dura...
Before you can do any effective machine learning, you need to understand the shape and nature of your data. During the exploratory data analysis (EDA) phase, a data scientist generates many exploratory plots and summary statistics, mainly to understand the data’s distribution: Is it unimodal, ...
In this study, exploratory data analysis approaches are applied for the treatment of clinical and anthropometric readings of patients with DMT2. Since multivariate statistics is a well-known method for classification, modeling and interpretation of large collections of data, the major aim of the ...
Measuring the Effects of Data Mining on Inference Top Abstract Data mining is a term used to describe various types of exploratory data analysis whose purposes are to select data models, estimate model parameters, and generate hypotheses that can be tested on future data. It is known th... T...
Interactive visualization method for exploratory data analysis We propose an interactive visualization method suitable for exploratory data analysis. In this type of data analysis, statistical charts are employed to he... M Matsushita,T Kato - International Conference on Information Visualisation 被引量:...
Personality as a predictor of driving performance: An exploratory study myers-briggs type indicator~® instrumenton-road evaluationroc curveObjective: To examine the role of psychological type in older driver performance. Methods... S Classen,AL Nichols,R Mcpeek,... - 《Transportation Research Par...
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While interest in L2 writing research has increased exponentially in recent years, research on adolescent L2 writing remains relatively scarce. Drawing on the framework of functional text analysis, namely context-based text typology and register theory,
Exploratory endpoints included plasma GABA levels and the proinsulin/c-peptide ratio before and after meal-stimulation. Also, we examined the effect of diabetes-related HLA risk haplotype on the primary outcome. Endocrine assays C-peptide, glucose and glucagon were measured in the University of ...
Overall, results of exploratory and confirmatory factor analysis support the appropriateness of separating the tests of the WAIS into the four factors. The manual reports that the four factor model is a “clearly superior solution to a one-, two-, or three-factor solution and more parsimonious ...