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independence analysis

[ˌɪndɪˈpɛndəns əˈnæləsɪs]
nounpl: independence analyses
análise de independência
1. A statistical or analytical method used to determine whether two or more variables, events, or factors are independent of each other or have no causal relationship
The independence analysis revealed that customer satisfaction and product price are not statistically independent.
A análise de independência revelou que a satisfação do cliente e o preço do produto não são estatisticamente independentes.
2. In data science and research, a technique to examine whether observed patterns or correlations between variables occur by chance or represent genuine relationships
Researchers conducted an independence analysis to verify if the correlation between study hours and test scores was significant.
Os pesquisadores realizaram uma análise de independência para verificar se a correlação entre horas de estudo e notas de teste era significativa.
Synonyms
independence testchi-square testcorrelation analysisstatistical independence test
Antonyms
dependence analysiscorrelation analysis

Regional Variations

General Brazilian
análise de independência
Standard term used in statistics and data analysis contexts
São Paulo
análise de independência
Common in academic and business research settings
Portugal
análise de independência
Standard academic terminology in Portuguese universities

Related Idioms & Phrases

test for independence
independence assumption
statistical independence
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