The comprehensive book by Draper and Smith (1998) on applied regression analysis covers linear and parametric regression in detail and provides many other useful references. Non-parametric regression and Generalized Linear Models are well-described in the book by Green and Silverman (1986). The pioneering article by Nelder and Wedderburn (1972) presents the original motivation for this important development in modern statistics.