000 01799cam a2200301u 4500
001 rea00041420
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007 ta|||
008 100616|2007| |||||||e||||||||||||eng|u
020 _a9780199296590
035 _zNO CTRL
039 _a41094
_cTLC
100 1 _aAtkinson, A. C.
245 1 0 _aOptimum experimental designs, with SAS
_cA. C. Atkinson, A. N. Donev, R. D. Tobias
260 0 _aOxford
_bOxford University Press
_cc2007
300 _axvi, 511 p.
_bill
_c25 cm
440 0 _aOxford statistical science series
_v34
500 _aIncludes bibliographical references and index
505 _aIntroduction -- Some key ideas -- Experimental strategies -- The choice of a model -- Models and least squares -- Criteria for a good experiment -- Standard designs -- The analysis of experiments -- Optimum design theory -- Criteria of optimality -- D-optimum designs -- Algorithms for the construction of exact D-optimum designs -- Optimum experimental design with SAS -- Experiments with both qualitative and quantitative factors -- Blocking response surface designs -- Mixture experiments -- Non-linear models -- Bayesian optimum designs -- Design augmentation -- Model checking and designs for discriminating between models -- Compound design criteria -- Generalized linear models -- Response transformation and structured variances -- Time-dependent models with correlated observations -- Further topics -- Exercises
650 4 _aExperimental design.
700 _aDonev, A. N.
_ejt. auth
700 _aTobias, R. D.
_ejt. auth.
949 _aBMAIN
_cQA279
_d.A873 2007 c.1
_g74895
_5N
949 _aBMAIN
_cQA279
_d.A873 2007 c.2
_g74896
_5N
961 _t1
999 _c36228
_d36228