Statistical Tools for Nonlinear Regression

A Practical Guide With S-PLUS and R Examples

Authors:

ISBN: 978-0-387-40081-5 (Print) 978-0-387-21574-7 (Online)

Table of contents (7 chapters)

  1. Front Matter

    Pages I-XIV

  2. No Access

    Chapter

    Pages 1-27

    Nonlinear Regression Model and Parameter Estimation

  3. No Access

    Chapter

    Pages 29-60

    Accuracy of Estimators, Confidence Intervals and Tests

  4. No Access

    Chapter

    Pages 61-92

    Variance Estimation

  5. No Access

    Chapter

    Pages 93-133

    Diagnostics of Model Misspecification

  6. No Access

    Chapter

    Pages 135-151

    Calibration and Prediction

  7. No Access

    Chapter

    Pages 153-197

    Binomial Nonlinear Models

  8. No Access

    Chapter

    Pages 199-226

    Multinomial and Poisson Nonlinear Models

  9. Back Matter

    Pages 227-234