Asymptotic Normality of the Optimal Solution in Response Surface Methodology

Autor:	José A. Díaz-García, Jose E. Rodriguez, Rogelio Ramos-Quiroga
Rok vydání:	2014
Předmět:	Statistics and Probability Linear regression Regular polygon Asymptotic distribution Perturbation (astronomy) Applied mathematics Response surface methodology Standard methods Critical point (mathematics) Mathematics
Zdroj:	Journal of Statistical Theory and Practice. 8:166-175
ISSN:	1559-8616 1559-8608
DOI:	10.1080/15598608.2014.847763
Popis:	Sensitivity analysis of the optimal solution in response surface methodology is studied and an explicit form of the effect of perturbation of the regression coefficients on the optimal solution is obtained. The characterization of the critical point of the convex program corresponding to the optimum of a response surface model is also studied. The asymptotic normality of the optimal solution follows by standard methods.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::e56ccdaa2868d6665e876346ac8e1791 https://doi.org/10.1080/15598608.2014.847763 Zobrazit plný text záznamu Full text from SpringerLink