Course TopicsLinear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the ...

Davidian and Giltinan (1995) and Vonesh and Chinchilli (1997) provide good overviews as well as general theoretical developments and examples of nonlinear mixed models. Pinheiro and Bates (1995) is a ...

Halbert White, Consequences and Detection of Misspecified Nonlinear Regression Models, Journal of the American Statistical Association, Vol. 76, No. 374 (Jun., 1981), pp. 419-433 ...