Terminology#

As regression has been studied in many ways and in multiple fields, there is now a huge amount of terminology and different ways of saying the same thing. The table below describes the terminology used in the RegressionInC documentation and code.

Variable names#

written name

description

variable name

otherwise known as

regression

statistical processes for estimating relationship between dependent variable and one or more independent variables

N/A

regression analysis

regressor

an independent variable

N/A

independent variable, predictor variable, covariate, manipulated variable, explanatory variable, exposure variable, risk factor, feature, input variable, exogenous variable

regressors

a collection or independent or regressor variables

X

a collection of regressors

regressand

the dependent variable

y

response variable, regressand, criterion, predicted variable, measured variable, explained variable, experimental variable, responding variable, outcome variable, output variable, target, label, endogenous variable

parameters

the unknown parameters to be estimated

params

coefficients

estimator

the model used to estimate the parameters

various or est

N/A

sample

a subset of all the data

sample

N/A