Presents mostly new results and methods concerning the nonlinear regression model. Linear properties of nonlinear models, multivariate nonlinear regression, intrinsic and parameter effect curvature, algorithms for calculating the L2-estimator and both local and global approximation are considered. A chapter is included on the large topic of nonline