Optimal Experimental Design A Concise Introduction for Researchers /
This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. It presents the common concepts and techniques for linear and nonlinear models as well as Bayesian optimal designs. The last two chapters are devoted to particul...
Tallennettuna:
| Päätekijä: | |
|---|---|
| Yhteisötekijä: | |
| Aineistotyyppi: | Elektroninen E-kirja |
| Kieli: | englanti |
| Julkaistu: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
|
| Painos: | 1st ed. 2023. |
| Sarja: | Lecture Notes in Statistics,
226 |
| Aiheet: | |
| Linkit: | https://doi.org/10.1007/978-3-031-35918-7 |
| Tagit: |
Lisää tagi
Ei tageja, Lisää ensimmäinen tagi!
|
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-35918-7 | ||
| 003 | DE-He213 | ||
| 005 | 20260906080450.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 230912s2023 sz | o |||| 0|eng d | ||
| 020 | |a 9783031359187 |9 978-3-031-35918-7 | ||
| 024 | 7 | |a 10.1007/978-3-031-35918-7 |2 doi | |
| 050 | 4 | |a QA279-279.2 | |
| 072 | 7 | |a PBT |2 bicssc | |
| 072 | 7 | |a MAT029000 |2 bisacsh | |
| 072 | 7 | |a PBT |2 thema | |
| 082 | 0 | 4 | |a 519.57 |2 23 |
| 100 | 1 | |a López-Fidalgo, Jesús. |e author. |0 (orcid)0000-0001-7502-8188 |1 https://orcid.org/0000-0001-7502-8188 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Optimal Experimental Design |h [electronic resource] : |b A Concise Introduction for Researchers / |c by Jesús López-Fidalgo. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (XVIII, 216 p. 33 illus.). |b 24 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 341 | 0 | |b Table of contents navigation |2 onix | |
| 341 | 0 | |b Single logical reading order |2 onix | |
| 341 | 0 | |b Short alternative textual descriptions |2 onix | |
| 341 | 0 | |b Use of colour is Not sole means of conveying information |2 onix | |
| 341 | 0 | |b Use of high contrast between text and background colour |2 onix | |
| 341 | 0 | |b Next / Previous structural navigation |2 onix | |
| 341 | 0 | |b All Non-decorative content supports reading without sight |2 onix | |
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Lecture Notes in Statistics, |x 2197-7186 ; |v 226 | |
| 505 | 0 | |a Preface -- Motivating Introduction -- Linear Models -- Nonlinear Models -- Bayesian Optimal Designs -- Hot Topics -- Real Case Examples -- Appendices -- References -- Index. | |
| 520 | |a This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. It presents the common concepts and techniques for linear and nonlinear models as well as Bayesian optimal designs. The last two chapters are devoted to particular themes of interest, including recent developments and hot topics in optimal experimental design, and real-world applications. Numerous examples and exercises are included, some of them with solutions or hints, as well as references to the existing software for computing designs. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design. Given the applications and the way concepts and results are introduced, parts of the text will also appeal to engineers and other applied researchers. | ||
| 532 | 8 | |a Accessibility summary: This PDF does Not fully comply with PDF/UA standards but does include limited screen reader support, descriptions for Non-text content (such as images and graphs), bookmarks for easy navigation, and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognise the importance of accessibility and welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us via https://www.springernature.com/gp/info/accessibility | |
| 532 | 8 | |a Inaccessible, or known limited accessibility | |
| 532 | 8 | |a No reading system accessibility options actively disabled | |
| 532 | 8 | |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com | |
| 588 | |a Print version record. | ||
| 650 | 0 | |a Experimental design. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Mathematical statistics |x Data processing. | |
| 650 | 0 | |a Biometry. | |
| 650 | 1 | 4 | |a Design of Experiments. |
| 650 | 2 | 4 | |a Statistical Theory and Methods. |
| 650 | 2 | 4 | |a Statistics and Computing. |
| 650 | 2 | 4 | |a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| 650 | 2 | 4 | |a Biostatistics. |
| 650 | 2 | 4 | |a Bayesian Inference. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031359170 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031359194 |
| 830 | 0 | |a Lecture Notes in Statistics, |x 2197-7186 ; |v 226 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-031-35918-7 |
| 912 | |a ZDB-2-SMA | ||
| 912 | |a ZDB-2-SXMS | ||
| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||