Tests of Various Types of Residuals in Regression Diagnostics
M. Javůrek, I. Taufer
University of Pardubice
Abstract
Approximation of experimental data by means of an analytical or general mathematical dependence is performed most frequently by the regression method using the least squares approach. The quality of curve fitting is evaluated on the basis of analysis of resulting set of residuals which, however, can be defined in various ways. This paper deals with suitability tests of the individual types from the standpoint of curve fitting quality of the regression dependence.
Full paper
Session
Process Optimisation (Poster)
Reference
Javůrek, M.; Taufer, I.: Tests of Various Types of Residuals in Regression Diagnostics. Editors: Fikar, M. and Kvasnica, M., In Proceedings of the 18th International Conference on Process Control, Tatranská Lomnica, Slovakia, June 14 – 17, 373–377, 2011.
BibTeX
| @inProceedings{pc2011-066, | ||
| author | = { | Javurek, M. and Taufer, I.}, |
| title | = { | Tests of Various Types of Residuals in Regression Diagnostics}, |
| booktitle | = { | Proceedings of the 18th International Conference on Process Control}, |
| year | = { | 2011}, |
| pages | = { | 373-377}, |
| editor | = { | Fikar, M. and Kvasnica, M.}, |
| address | = { | Tatransk\'a Lomnica, Slovakia}, |
| publisher | = { | Slovak University of Technology in Bratislava}, |
| url | = { | http://www.kirp.chtf.stuba.sk/pc11/data/papers/066.pdf}} |