On parameter-effects arrays in non-linear regression models

Rastislav Potocký; Van Ban To

Applications of Mathematics (1993)

  • Volume: 38, Issue: 2, page 123-132
  • ISSN: 0862-7940

Abstract

top
Formulas for a new three- and four-dimensional parameter-effects arrays corresponding to transformations of parameters in non-linear regression models are given. These formulae make the construction of the confidence regions for parameters easier. An example is presented which shows that some care is necessary when a new array is computed.

How to cite

top

Potocký, Rastislav, and To, Van Ban. "On parameter-effects arrays in non-linear regression models." Applications of Mathematics 38.2 (1993): 123-132. <http://eudml.org/doc/15740>.

@article{Potocký1993,
abstract = {Formulas for a new three- and four-dimensional parameter-effects arrays corresponding to transformations of parameters in non-linear regression models are given. These formulae make the construction of the confidence regions for parameters easier. An example is presented which shows that some care is necessary when a new array is computed.},
author = {Potocký, Rastislav, To, Van Ban},
journal = {Applications of Mathematics},
keywords = {nonlinear regression model; parameter-effects arrays; confidence region; three-dimensional parameter effects; Bates-Watts array; four-dimensional parameter-effects arrays; transformations of parameters; three-dimensional parameter effects; Bates-Watts array; four-dimensional parameter-effects arrays; transformations of parameters; confidence regions},
language = {eng},
number = {2},
pages = {123-132},
publisher = {Institute of Mathematics, Academy of Sciences of the Czech Republic},
title = {On parameter-effects arrays in non-linear regression models},
url = {http://eudml.org/doc/15740},
volume = {38},
year = {1993},
}

TY - JOUR
AU - Potocký, Rastislav
AU - To, Van Ban
TI - On parameter-effects arrays in non-linear regression models
JO - Applications of Mathematics
PY - 1993
PB - Institute of Mathematics, Academy of Sciences of the Czech Republic
VL - 38
IS - 2
SP - 123
EP - 132
AB - Formulas for a new three- and four-dimensional parameter-effects arrays corresponding to transformations of parameters in non-linear regression models are given. These formulae make the construction of the confidence regions for parameters easier. An example is presented which shows that some care is necessary when a new array is computed.
LA - eng
KW - nonlinear regression model; parameter-effects arrays; confidence region; three-dimensional parameter effects; Bates-Watts array; four-dimensional parameter-effects arrays; transformations of parameters; three-dimensional parameter effects; Bates-Watts array; four-dimensional parameter-effects arrays; transformations of parameters; confidence regions
UR - http://eudml.org/doc/15740
ER -

References

top
  1. Bates D. M., Watts D. G., Relative curvature measure of nonlinearity, Journal of the Royal Statistical Society (1980), 1-25. (1980) MR0567196
  2. Bates D. M., Watts D. G., 10.1214/aos/1176345633, The Annals of Statistics 9 (1981), 1152-1162. (1981) Zbl0493.62060MR0630099DOI10.1214/aos/1176345633
  3. Clarke G. P. I., 10.1080/01621459.1987.10478507, Journal of the American Statistical Association 82 (1987), 844-850. (1987) Zbl0623.62062MR0909991DOI10.1080/01621459.1987.10478507
  4. Cook R. D., Goldberg M. L., 10.1214/aos/1176350166, The Annals of Statistics 14 (1986), 1399-1418. (1986) Zbl0651.62060MR0868308DOI10.1214/aos/1176350166
  5. Cook R. D., Witmer J. A., [unknown], J. Amer. Statist. Assoc. 80 (1985), 872-878. (1985) MR0819586
  6. Hoogaard P., Parameter transformations in multiparameter nonlinear regression models, University of Copenhagen, Institute of Mathematical Statistics, 1984, Preprint No. 2. (1984) 
  7. Potocký R., Van Ban T., Confidence regions in non-linear regression models, Applications of Mathematics 57 (1992), 29-39. (1992) 

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.