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.
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 |