Optimal design of experiments (Record no. 39895)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01855nam a2200193 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780898716047 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0898716047 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | PUK |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Pukelsheim, Friedrich |
| 245 ## - TITLE STATEMENT | |
| Title | Optimal design of experiments |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Philadelphia : |
| Name of publisher | SIAM/Society for Industrial and Applied Mathematics, |
| Year of publication | ©2006. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxix, 454 pages : |
| Other physical details | illustrations ; |
| 490 ## - SERIES STATEMENT | |
| Series statement | Classics in applied mathematics, 50. |
| 500 ## - GENERAL NOTE | |
| General note | Bibliography & Index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Experimental designs in linear models --<br/>Optimal designs for scalar parameter systems --<br/>Information matrices --<br/>Loewner optimality --<br/>Real optimality criteria --<br/>Matrix means --<br/>The general equivalence theorem --<br/>Optimal moment matrices and optimal designs --<br/>D-, A-, E-, T-optimality --<br/>Admissibility of moment and information matrices --<br/>Bayes designs and discrimination designs --<br/>Efficient designs for finite sample sizes --<br/>Invariant design problems --<br/>Kiefer optimality --<br/>Rotatibility and response surface designs. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Optimal Design of Experiments offers a rare blend of linear algebra, convex analysis, and statistics. The optimal design for statistical experiments is first formulated as a concave matrix optimization problem. Using tools from convex analysis, the problem is solved generally for a wide class of optimality criteria such as D-, A-, or E-optimality. The book then offers a complementary approach that calls for the study of the symmetry properties of the design problem, exploiting such notions as matrix majorization and the Kiefer matrix ordering. The results are illustrated with optimal designs for polynomial fit models, Bayes designs, balanced incomplete block designs, exchangeable designs on the cube, rotatable designs on the sphere, and many other examples. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Experimental design. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 19/09/2008 | Purchased | 12597.00 | 519.5 PUK | 011284 | Reference Books |
| Reference | Main Library | Main Library | Stacks | 15/06/2010 | Purchased | 11625.00 | 519.5 PUK | 012089 | Lending Books |