Ideal process of regression for amall samples

I have a sample having 19 observations and 4 variables. Please tell me, which method of regression can be used here. Could I Cox's model of regression? If not, then could I use the Principal Components Analysis or Rank Correlation as a Non-parametric method to assess the influence of the independent variables on the regressand?