Ying Zhu, NONASYMPTOTIC ANALYSIS OF SEMIPARAMETRIC REGRESSION MODELS WITH HIGH-DIMENSIONAL PARAMETRIC COEFFICIENTS, The Annals of Statistics, Vol. 45, No. 5 (October 2017), pp. 2274-2298 ...

The standard linear regression model does not apply when the effect of one explanatory variable on the dependent variable depends on the value of another explanatory variable. In this case, the ...

Comparing regression coefficients between models when one model is nested within another is of great practical interest when two explanations of a given phenomenon are specified as linear models. The ...

Before building my model, I want to step back to offer an easy-to-understand definition of linear regression and why it’s vital to analyzing data. What is linear regression?