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linear model

[/ˈlɪniər ˈmɑːdəl/]
nounpl: linear models
modelo linear
1. A statistical model that assumes a linear relationship between input variables and an output variable, typically expressed as y = mx + b or in multivariable form as y = β₀ + β₁x₁ + β₂x₂ + ... + βₙxₙ
The researcher used a linear model to predict house prices based on square footage and location.
O pesquisador usou um modelo linear para prever preços de casas com base na metragem quadrada e localização.
2. In mathematics and physics, a model that describes a system using linear equations or linear relationships between variables
A linear model simplified the complex dynamics of the physical system.
Um modelo linear simplificou a dinâmica complexa do sistema físico.
Synonyms
linear regressionsimple linear modellinear statistical model
Antonyms
nonlinear modelpolynomial modelexponential modellogistic model

Regional Variations

General Brazilian
modelo linear
Standard term used in statistics and machine learning contexts
Portugal
modelo linear
Same as Brazilian Portuguese, standard academic and professional usage

Related Idioms & Phrases

fit a linear model
linear relationship
least squares linear model
multiple linear model
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