Analýza exponenciálního regresního modelu simulačními metodami
| Title in English | Analysis of exponential regression model by simulation methods |
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| Authors | |
| Year of publication | 2013 |
| Type | Article in Proceedings |
| Conference | 12th International Conference on Applied Mathematics APLIMAT 2013 February 5 - 7, 2013, Bratislava |
| MU Faculty or unit | |
| Citation | |
| web | http://www.aplimat.com |
| Field | Applied statistics, operation research |
| Keywords | Exponential regression model; iterated weighted least squares method; simulation |
| Description | This paper deals with the properties of estimates of regression coefficients in the exponential regression model. Using simulation method, we obtained values of this model. The parameters in the linearized model are estimated by ordinary least squares method and iterated weighted least squares method. We asses the quality of each estimate by applying the measure of deviation of this estimate from the exact value of the parameter. We study the dependence of the measure of deviation on the variability of random effects and the number of repeated mea-surements. |
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