Author | Johansen, Sรธren. author |
---|---|
Title | Functional Relations, Random Coefficients, and Nonlinear Regression with Application to Kinetic Data [electronic resource] / by Sรธren Johansen |
Imprint | New York, NY : Springer New York, 1984 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-5244-3 |
Descript | VIII, 126 p. online resource |
List of Contents -- 1. An example from physiology -- 1.1 The experiment and the data -- 1.2 The model -- 2. The general linear model -- 2.1 Independent observations with the same variance -- 2.2 Correlated observations with known covariance matrix -- 2.3 Correlated observations with unknown covariance matrix -- 2.4 The general linear model with estimated weights -- 3. The linear functional relation -- 3.1 Introduction -- 3.2 The model and the estimates -- 3.3 Comments on the model -- 3.4 Asymptotic theory -- 3.5 Asymptotic properties of the estimators -- 3.6 Asymptotic properties of the test statistics -- 3.7 Comments on the asymptotic results -- 4. Random coefficient models -- 4.1 Introduction -- 4.2 The balanced case -- 4.3 Test for the specification of the model -- 4.4 Test of hypotheses within the model -- 4.5 An analysis of the unbalanced case -- 5. Non linear regression -- 5.1 The model -- 5.2 Estimation -- 5.3 Hypothesis testing -- 5.4 Curvature -- 6. Some examples of non linear regression problems -- 7. References -- 8. Index -- Examples -- 9. Appendix