| 020 | $a9783031400551$9978-3-031-40055-1 |
| 082 | $a519.5$223 |
| 099 | $aOnline resource: Springer |
| 245 | $aStatistical Modeling and Simulation for Experimental Design and Machine Learning Applications$hEBook :$bSelected Contributions from SimStat 2019 and Invited Papers /$cedited by Jürgen Pilz, Viatcheslav B. Melas, Arne Bathke. |
| 250 | $a1st ed. 2023. |
| 260 | $aCham :$bSpringer International Publishing :$bImprint: Springer,$c2023. |
| 300 | $aX, 265 p. 85 illus., 56 illus. in color.$bonline resource. |
| 336 | $atext$btxt$2rdacontent |
| 337 | $acomputer$bc$2rdamedia |
| 338 | $aonline resource$bcr$2rdacarrier |
| 440 | $aContributions to Statistics,$x2628-8966 |
| 520 | $aThis volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications. The refereed contributions originate from the 10th International Workshop on Simulation and Statistics, SimStat 2019, which was held in Salzburg, Austria, September 2–6, 2019, and were either presented at the conference or developed afterwards, relating closely to the topics of the workshop. The book is intended for statisticians and Ph.D. students who seek current developments and applications in the field. |
| 533 | $a Digital reproduction.- |
| 533 | $b Cham : |
| 533 | $c Springer International Publishing, |
| 533 | $d 2023. - |
| 533 | $nMode of access: World Wide Web. System requirements: Internet Explorer 6.0 (or higher) or Firefox 2.0 (or higher). Available as searchable text in PDF format. |
| 538 | $aOnline access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users). |
| 700 | $aPilz, Jürgen.$eeditor.$4edt$4http://id.loc.gov/vocabulary/relators/edt |
| 700 | $aMelas, Viatcheslav B.$eeditor.$4edt$4http://id.loc.gov/vocabulary/relators/edt |
| 700 | $aBathke, Arne.$eeditor.$4edt$4http://id.loc.gov/vocabulary/relators/edt |
| 710 | $aSpringerLink (Online service) |
| 830 | $aContributions to Statistics,$x2628-8966 |
| 856 | $uhttps://doi.org/10.1007/978-3-031-40055-1 |
