correlation analysis methods

[kɔr.ə.ˈleɪ.ʃən ə.ˈnæl.ɪ.sɪs ˈmɛθ.ədz]
noun
métodos de análise de correlação
1. Statistical techniques used to measure the strength and direction of the linear relationship between two or more variables
Correlation analysis methods such as Pearson's r and Spearman's rho are commonly used in social science research.
Métodos de análise de correlação como o r de Pearson e o rho de Spearman são comumente usados em pesquisa em ciências sociais.
2. Quantitative approaches for determining whether variables move together in a predictable pattern
The researcher employed correlation analysis methods to examine the relationship between education level and income.
O pesquisador utilizou métodos de análise de correlação para examinar a relação entre o nível de educação e renda.
This is a technical term primarily used in academic, research, and business analytics contexts in both Brazil and the USA. In Brazil, it is commonly taught in statistics courses at universities and is increasingly used in data science and market research. There is no significant cultural variation in usage between the two countries, as it is a standardized statistical concept used internationally.
Synonyms / Sinônimos
correlation techniquescorrelation statistical methodsassociation analysis methodsbivariate analysis methods
Antonyms / Antônimos
causal analysis methodsexperimental design methods

Regional Variations

General Brazilian
métodos de análise de correlação
Standard usage in academic and research contexts across Brazil
Rio de Janeiro
métodos de análise de correlação
Same as general Brazilian; no significant regional variation
São Paulo
métodos de análise de correlação
Widely used in business and academic research contexts
Portugal
métodos de análise de correlação
Identical usage; technical term with no regional variation in European Portuguese

Related Words

Pearson correlation coefficientSpearman's rank correlationKendall's tauregression analysiscovariance analysisstatistical significancescatter plotcorrelation matrix

Related Idioms & Phrases

correlation does not imply causation
positive correlation
negative correlation
correlation coefficient
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