any of various statistical techniques for obtaining a function that graphically represents a given set of data as closely as possible, with minimal error. A simple example of curve fitting occurs in linear regression, where a straight line function is said to provide the closest approximation to the expected values of the outcome with a specific predictor and have the fewest discrepancies between the predicted values and the actual, observed values.