statistics

Upon seeing a linear trend between two variables, we may guess a potential value of interest given a specific data point. When doing so, we are attempting an inference on predicted outcomes based on observed events. Given a linear trend between multiple variables, such an inference is the basic foundation of a linear model, i.e. a mathematical construct in examining the dependent variable using known independent variables.