On relationship between coefficients of the different dimensions linear   regression models
  Considered two linear regression models of a given response variable with some predictor set and its subset. It is shown that there is a linear relationship between coefficients of these models. Some corollaries of the proved theorem is considered. 
V. G. Panov
math.ST math.NA stat.TH