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 ...

We consider the problem of estimating the regression coefficients in a competing risks model, where the relationship between the cause-specific hazard for the cause of interest and covariates is ...

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?