000			03037nam a22004815i 4500
001			978-0-387-31610-9
003			DE-He213
005			20250710083948.0
007			cr nn 008mamaa
008			100301s2006 xxu| s |||| 0|eng d
020			_a9780387316109 _a99780387316109
024	7		_a10.1007/0-387-31610-8 _2doi
082	0	4	_a519.5 _223
100	1		_aMelas, Viatcheslav B. _eauthor.
245	1	0	_aFunctional Approach to Optimal Experimental Design _h[recurso electrónico] / _cby Viatcheslav B. Melas.
264		1	_aNew York, NY : _bSpringer New York, _c2006.
300			_aIX, 333 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_arecurso en línea _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Statistics, _x0930-0325 ; _v184
505	0		_aFundamentals of the Optimal Experimental Design -- The Functional Approach -- Polynomial Models -- Trigonometrical Models -- D-Optimal Designs for Rational Models -- D-Optimal Designs for Exponential Models -- E- and c-Optimal Designs -- The Monod Model.
520			_aThe book presents a novel approach for studying optimal experimental designs. The functional approach consists of representing support points of the designs by Taylor series. It is thoroughly explained for many linear and nonlinear regression models popular in practice including polynomial, trigonometrical, rational, and exponential models. Using the tables of coefficients of these series included in the book, a reader can construct optimal designs for specific models by hand. The book is suitable for researchers in statistics and especially in experimental design theory as well as to students and practitioners with a good mathematical background. Viatcheslav B. Melas is Professor of Statistics and Numerical Analysis at the St. Petersburg State University and the author of more than one hundred scientific articles and four books. He is an Associate Editor of the Journal of Statistical Planning and Inference and Co-Chair of the organizing committee of the 1st-5th St. Petersburg Workshops on Simulation (1994, 1996, 1998, 2001 and 2005).
650		0	_aSTATISTICS.
650		0	_aCOMPUTER SIMULATION.
650		0	_aMATHEMATICAL OPTIMIZATION.
650		0	_aMATHEMATICAL STATISTICS.
650	1	4	_aSTATISTICS.
650	2	4	_aSTATISTICAL THEORY AND METHODS.
650	2	4	_aSTATISTICS FOR ENGINEERING, PHYSICS, COMPUTER SCIENCE, CHEMISTRY & GEOSCIENCES.
650	2	4	_aSTATISTICS FOR LIFE SCIENCES, MEDICINE, HEALTH SCIENCES.
650	2	4	_aSIMULATION AND MODELING.
650	2	4	_aOPTIMIZATION.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9780387987415
830		0	_aLecture Notes in Statistics, _x0930-0325 ; _v184
856	4	0	_uhttp://dx.doi.org/10.1007/0-387-31610-8 _zVer el texto completo en las instalaciones del CICY
912			_aZDB-2-SMA
942			_2ddc _cER
999			_c57149 _d57149