This Jupyter Notebook demonstrates how to perform linear regression and visualize the results using matplotlib and scikit-learn. It includes examples of plotting linear and quadratic functions, ...

The linear function is popular in economics. It is attractive because it is simple and easy to handle mathematically. It has many important applications. Linear functions are those whose graph is a ...

Mixed linear models are assumed in most animal breeding applications. Convenient methods for computing BLUE of the estimable linear functions of the fixed elements of the model and for computing best ...

A recommended but underutilized method for modeling non-linear associations in regression models is spline functions. We explain spline functions in a non-mathematical way and illustrate the ...

Jörg Peters, Xiaobin Wu, On the Local Linear Independence of Generalized Subdivision Functions, SIAM Journal on Numerical Analysis, Vol. 44, No. 6 (2006), pp. 2389-2407 ...

By applying the computing capacities thus obtained, we solve the solvability problem of vector-linear functions over the diamond network. We determine all the solvable vector-linear functions and ...