EXPLORATORY DATA ANALYSIS FOR THE HEMATOLOGICAL FEATURES. PART I. METHODOLOGY

• Authors: Cwiklinska-Jurkowska Malgorzata
• Languages of publication: EN

Abstracts

EN

Part I of the work characterizes the data of human blood parameters. It describes examined biomedical data set and used multivariate statistical exploratory methods like PCA, FA, MDS and clusters analysis. To the factor analysis methods belongs the biplots visualization method. Biplots are simply the scatterplots with the superimposition of the variables. The work compares different other alternative multivariate exploratory data analysis procedures from methodological point of view. The described multivariate ordination methods are applied in the Part II of the work 'Application'.

Keywords

EN

BIPLOTS; CLUSTER ANALYSIS; EXPLORATORY DATA ANALYSIS; GRAPHICAL DATA VISUALIZATION; MDS; PRINCIPAL COMPONENTS

Discipline

• OTHER_SOCIAL_SCIENCES: OTHER SOCIAL SCIENCES

• Publisher: Sciendo
• Journal: Studies in Logic, Grammar and Rhetoric
• Year: 2010
• Issue: 21(34)
• Pages: 47-59
• Document type: ARTICLE

Contributors

author

Cwiklinska-Jurkowska Malgorzata

• Malgorzata Cwiklinska-Jurkowska, Department of Theoretical Backgrounds of Biomedical Science and Medical Informatics, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, Poland

Identifiers

CEJSH db identifier

11PLAAAA101614