声明
Abstract
Table of Contents
1 Introduction
2 The Model and the parameter Estimation
2.1 Hierarchical Nonlinear Models
2.2 First order linearization
2.3 Maximum likelihood
3 Statistical Diagnostics for Nonlinear Models with Repeated Measurement Data
3.1 Ordinary residuals
3.1.1 Types of residuals
3.2 Cook’s distance
3.3 Likelihood distance
3.3.1 A general approach to influence
3.3.2 Nonlinear least square
4 Simulation
5 Conclusion
Acknowledgement
References