A classification of nonlinear regression models and parameter confidence regions

Andrej Pázman

Kybernetika (1992)

  • Volume: 28, Issue: 6, page 444-453
  • ISSN: 0023-5954

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Pázman, Andrej. "A classification of nonlinear regression models and parameter confidence regions." Kybernetika 28.6 (1992): 444-453. <http://eudml.org/doc/28508>.

@article{Pázman1992,
author = {Pázman, Andrej},
journal = {Kybernetika},
keywords = {intrinsically linear models; survey paper; comparison of confidence regions; models with constant information matrices; models with zero Riemannian curvature; elliptical region; likelihood region; linear inference region},
language = {eng},
number = {6},
pages = {444-453},
publisher = {Institute of Information Theory and Automation AS CR},
title = {A classification of nonlinear regression models and parameter confidence regions},
url = {http://eudml.org/doc/28508},
volume = {28},
year = {1992},
}

TY - JOUR
AU - Pázman, Andrej
TI - A classification of nonlinear regression models and parameter confidence regions
JO - Kybernetika
PY - 1992
PB - Institute of Information Theory and Automation AS CR
VL - 28
IS - 6
SP - 444
EP - 453
LA - eng
KW - intrinsically linear models; survey paper; comparison of confidence regions; models with constant information matrices; models with zero Riemannian curvature; elliptical region; likelihood region; linear inference region
UR - http://eudml.org/doc/28508
ER -

References

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  2. D. M. Bates, D. G. Watts, Nonlinear Regression Analysis and Its Application, Wiley, New York -Chichester 1988. (1988) MR1060528
  3. E. M. L. Beale, Confidence regions in nonlinear estimation (with discussion), J. Roy. Statist. Soc. B 22 (1960), 41-88. (1960) MR0119289
  4. G. P. Y. Clarke, Approximate confidence limits for a parameter function in nonlinear regression, J. Amer. Statist. Assoc. 82 (1987), 221-230. (1987) Zbl0607.62078MR0883350
  5. E. Z. Demidenko, Optimization and Regression (in Russian), Nauka, Moskva 1989. (1989) MR1007832
  6. L.P. Eisenhart, Riemannian Geometry, Princeton, Univerzity Press, Princeton, N. J. 1960. (1960) MR0035081
  7. D. C. Hamilton D. C. Watts, D. M. Bates, Accounting for intrinsic nonlinearity in nonlinear regression parameter inference region, Ann. Statist. 10 (1982), 386-393. (1982) MR0653514
  8. P. Hougaard, Covariance stabilizing transformations in nonlinear regression, Scand. J. Statist. 13 (1986), 207-210. (1986) MR0873075
  9. S. Johansen, Functional Relations, Radom Coefficients and Nonlinear Regression with Application to Kinetic Data, Lectures Notes in Statistics, Springer-Verlag, Berlin - Heidelberg - New York 1984. (1984) MR0740224
  10. R. Kass, Canonical parameterizations and zero parameter effect curvature, J. Roy. Statist. Soc B 46 (1984), 86-92. (1984) MR0745220
  11. A. Pázman, Flat Gaussian nonliear regression models, In: Model Oriented Data Analysis (H. Läuter and V. Fedorov, eds.). (Lecture Notes in Economics and Mathematical Systems 297). Springer-Verlag, Berlin - Heidelberg - New York 1987, pp. 120 - 124. (1987) MR1135125
  12. A. Pázman, Almost exact distribution of estimators II - Flat nonliear regression models, Statistics 21 (1990), 21-33. (1990) MR1056059
  13. A. Pázman, Pivotal variables and confidence regions in flat nonliear regression models with unknown σ , Statistics 22 (1991), 177-189. (1991) MR1097371
  14. A. Pázman, Nonlinear Statistical Models of Experiments (1993 to be published) MR1254661
  15. D. A. Ratkowsky, Nonliear regression models, Marcel Dekker, New York 1983. (1983) 
  16. To-Van-Ban, Confidence Regions in a Nonliear Regression Models (in Slovak), Ph. D. Dissertation Comenius University, Bratislava 1990. (1990) 

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