multivariate distance analysis

[ˌmʌltiˈveɪriət ˈdɪstəns əˈnæləsɪs]
nounpl: multivariate distance analyses
análise multivariada de distância
1. A statistical technique that measures and analyzes distances between multiple observations or variables in multidimensional space to identify patterns, similarities, or dissimilarities
The researcher used multivariate distance analysis to compare genetic profiles across different populations.
O pesquisador utilizou análise multivariada de distância para comparar perfis genéticos em diferentes populações.
2. A method employed in multivariate statistics to assess the degree of dissimilarity or similarity between data points based on multiple variables simultaneously
Multivariate distance analysis revealed distinct clusters in the customer behavioral data.
A análise multivariada de distância revelou agrupamentos distintos nos dados comportamentais dos clientes.
This is a specialized statistical term primarily used in academic, scientific, and business analytics contexts in both Brazil and the United States. It is particularly prevalent in data science, biometrics, psychology, and market research fields. The terminology remains consistent across Portuguese-speaking countries, as it follows international statistical nomenclature.
Synonyms / Sinônimos
multivariate analysisdistance metric analysisdissimilarity analysismultidimensional distance assessment
Antonyms / Antônimos
univariate analysis

Regional Variations

General Brazilian
análise multivariada de distância
Standard term used in academic and statistical contexts
São Paulo
análise multivariada de distância
Commonly used in universities and research institutions
Portugal
análise multivariada de distância
Same usage as Brazilian Portuguese in statistical literature

Related Words

Euclidean distanceMahalanobis distancecluster analysisprincipal component analysisdiscriminant analysismultivariate statisticsdistance metrics

Related Idioms & Phrases

closing the distance
measuring the gap
analyzing patterns across variables
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