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Multiple regression

💡 Words with a Similar Meaning to "Multiple regression"

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WordDefinition
linear regressionnoun(statistics) A linear equation for deriving a single predicted value from one or more known explanatory values.
regression analysisIn statistical modeling, regression analysis is a set of statistical processes for estimating the relationships between a dependent variable (often called the outcome or response variable, or a label in machine learning parlance) and one or more error-free independent variables (often called regressors, predictors, covariates, explanatory variables or features).
multivariatenoun(mathematics) A vector, each of whose elements is a variate.
regression testingnoun(software engineering) Testing a program after a modification to ensure that areas that should not be affected by the update behave as they did in previous versions.
regression linenouna smooth curve fitted to the set of paired data in regression analysis; for linear regression the curve is a straight line
multicollinearitynoun(statistics) A phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, so that the coefficient estimates may change erratically in response to small changes in the model or data.
correlation coefficientnoun(statistics) Any of the several measures indicating the strength and direction of a linear relationship between two random variables.
covariationnouncovariance
autocorrelationnoun(statistics, signal processing) The cross-correlation of a signal with itself: the correlation between values of a signal in successive time periods.
multinomial(mathematics) polynomial
correlationsnoun(statistics) One of the several measures of the linear statistical relationship between two random variables, indicating both the strength and direction of the relationship.
correlationnoun(statistics) One of the several measures of the linear statistical relationship between two random variables, indicating both the strength and direction of the relationship.
correlationalOf or pertaining to a correlation
data analysisnoun(data management) The process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
heteroscedasticitynoun(statistics) The property of a series of random variables in having differing variances of residuals, instead of a uniform variance.
statisticalnounOf or pertaining to statistics.
autoregressivenoun(statistics) Employing autoregression, using a weighted sample of past data to predict future results
binomial distributionnoun(probability theory, statistics) The discrete probability distribution of the number of successes in a sequence of n independent trials, each of which yields success with probability p.
dependent variablenoun(sciences) An outcome measured to see the effectiveness of the treatment.
covariancenoun(statistics) A statistical measure defined as scriptstyle operatorname Cov(X,Y)= operatorname E((X-μ)(Y-ν)) given two real-valued random variables X and Y, with expected values scriptstyle E(X),=,μ and scriptstyle E(Y),=,ν.

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