multiple dependent variables regression

[/ˈmʌltɪpəl dɪˈpɛndənt ˈvɛriəbəlz rɪˈɡrɛʃən/]
nounpl: multiple dependent variables regressions
regressão com múltiplas variáveis dependentes
1. A statistical technique that models the relationship between multiple independent variables and two or more dependent variables simultaneously
The researcher used multiple dependent variables regression to analyze how educational spending and teacher quality affect both student test scores and graduation rates.
O pesquisador utilizou regressão com múltiplas variáveis dependentes para analisar como o gasto em educação e a qualidade dos professores afetam tanto as notas dos alunos quanto as taxas de conclusão.
2. A multivariate regression analysis where the model predicts several outcome variables based on a set of predictor variables
Multiple dependent variables regression allows economists to simultaneously forecast inflation, unemployment, and GDP growth.
A regressão com múltiplas variáveis dependentes permite que economistas prevejam simultaneamente inflação, desemprego e crescimento do PIB.
This is specialized statistical terminology used in academic and professional research contexts in both Brazil and the USA. In Brazilian universities, it is commonly taught in graduate-level statistics, econometrics, and social science research methodology courses. The term reflects the increasing sophistication of quantitative analysis in business, economics, psychology, and social sciences across both countries.
Synonyms / Sinônimos
multivariate regressionmultiple response regressionsimultaneous equation regressionMANOVA regressioncanonical correlation analysis
Antonyms / Antônimos
simple linear regressionunivariate regressionsingle dependent variable regression

Regional Variations

General Brazilian
regressão com múltiplas variáveis dependentes
Standard usage in academic and statistical contexts
São Paulo
regressão multivariada com múltiplas respostas
Alternative phrasing common in São Paulo business schools
Portugal
regressão com múltiplas variáveis dependentes
Same as Brazilian Portuguese; technical terminology is consistent
USA/Academic
multiple dependent variables regression
Standard terminology in American universities and statistical software documentation

Related Words

independent variablesregression analysismultivariate analysiscorrelation matrixcoefficient of determinationresidual analysismodel specification

Related Idioms & Phrases

modeling simultaneous outcomes
predicting multiple responses at once
analyzing interdependent variables
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