Nonlinear Regression Analysis and Its Applications (Paperback)

Review of Linear Regression.

Nonlinear Regression: Iterative Estimation and Linear Approximations.

Practical Considerations in Nonlinear Regression.

Multiresponse Parameter Estimation.

Models Defined by Systems of Differential Equations.

Graphical Summaries of Nonlinear Inference Regions.

Curvature Measures of Nonlinearity.

Appendix 1: Data Sets Used in Examples.

Appendix 2: QR Decompositions Using Householder Transformations.

Appendix 3: Pseudocode for Computing Algorithms.

Appendix 4: Data Sets Used in Problems.

Appendix 5: Evaluating Matrix Exponentials and Convolutions.

Appendix 6: Interpolating Profile Pair Contours.

Appendix 7: Key to Data Sets.

References.

Bibliography.

Index.