In regression problems alternative criteria of "best fit" to least squares are least absolute deviations and least maximum deviations. In this paper it is noted that linear programming techniques may ...

Course TopicsLinear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the ...

Symbolic Regression (SR): A method for discovering mathematical expressions that best fit a given dataset, often employing genetic programming to search for interpretable models.