Nonlinear Regression Analysis and Its Applications by Douglas M. Bates, Donald G. WattsEnglish | PDF | 1988 | 332 Pages | ISBN : 0471816434 | 9.9 MB
This book offers a balanced presentation of the theoretical, practical, and computational aspects of nonlinear regression and provides background material on linear regression, including the geometrical development for linear and nonlinear least squares. The authors employ real data sets throughout, and their extensive use of geometric constructs and continuing examples makes the progression of ideas appear very natural. The book also includes pseudocode for computing algorithms.