multivariate
Involving two or more variable quantities, typically in the context of statistical analysis.
Adjective
This term is primarily used in technical, academic, and scientific registers, specifically within statistics, mathematics, and data science. It describes a scenario where multiple dependent or independent variables are analyzed simultaneously to understand complex interactions, rather than looking at a single variable in isolation.
In a practical research context, it is often contrasted with univariate (one variable) or bivariate (two variables) analysis. Using this word in a casual conversation would be considered overly formal or jargon-heavy; it is strictly reserved for methodological descriptions and quantitative reporting.
Meanings
Related Words
variableanalysisstatisticsregressioncorrelationdimensionmatrixvectorcoefficientparameterdatasetvariancecovariancedistributionprobabilitystochasticlinearnonlinearmodelestimationinferencepredictionfactorclustercentroideigenvalueeigenvectororthogonalscalartensormanifoldhyperplanegradientoptimizationalgorithmsamplingbiaserrorresidualsignificancehypothesistestp valueconfidenceintervaloutlierskewnesskurtosismeanmedianmodestandard deviationnormalizationstandardizationscalingweightinteractioncollinearitymulticollinearityprincipal component analysisclusteringstochastic processrandom variableconditional probabilitymanifold learningsample sizepopulationstratificationweightinginterpolationextrapolation