title: On the possibility of sign-perturbed sums method application for the processing of dynamic tests data
metadata.name: dc.contributor.author
metadata.value: Volkova, Marina V.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Granichin, Oleg N.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Volkov, Grigorii A.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Petrov, Yurii V.
metadata.lang: -
metadata.name: dc.date.accessioned
metadata.value: 2018-04-26T09:19:59Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2018-04-26T09:19:59Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2018-03
metadata.lang: -
metadata.name: dc.identifier.citation
metadata.value: Volkova M.V., Granichin O.N., Volkov G.A., Petrov Yu.V. On the possibility of sign-perturbed sums method application for the processing of dynamic tests data. Vestnik SPbSU. Mathematics. Mechanics. Astronomy, 2018, vol. 5 (63), issue 1, pp. 32–43.
metadata.lang: en_GB
metadata.name: dc.identifier.other
metadata.value: 10.21638/11701/spbu01.2018.104
metadata.lang: -
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/9496
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: Methods of measurement and prediction of materials dynamic strength are complicated
  and non-standardized. The way of experimental data treatment based on incubation time
  criterion is considered. In practice, we only have a finite number of noisy measurements
  and limited statistical knowledge about the noise since dynamic tests are labor consuming
  and each assay demands a lot of time. This strongly restricts the number of available data
  treatment methods unless we are satisfied with approximate, heuristic solutions. Under the assumption of noise symmetries, we use Sign-Perturbed Sums (SPS) approach for
  constructing finite-sample confidence regions which have exact confidence probabilities, i.e.
  they contain the true parameter with a user-chosen exact probability for any finite data set.
  It is shown that a few experimental points are enough to determine strength parameter with
  accuracy proper for engineering. The proposed method is demonstrated through a number
  of practical experiments.
metadata.lang: en_GB
metadata.name: dc.description.sponsorship
metadata.value: Работа выполнена при финансовой поддержке РНФ (грант 17-11-01053).
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: ru
metadata.lang: en_GB
metadata.name: dc.publisher
metadata.value: St Petersburg State University
metadata.lang: en_GB
metadata.name: dc.relation.ispartofseries
metadata.value: Vestnik of St Petersburg University. Mathematics. Mechanics. Astronomy;Volume 5(63); Issue 1
metadata.lang: -
metadata.name: dc.subject
metadata.value: sign-perturbed sums
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: dynamic fracture
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: incubation time
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: On the possibility of sign-perturbed sums method application for the processing of dynamic tests data
metadata.lang: en_GB
metadata.name: dc.type
metadata.value: Article
metadata.lang: en_GB
resources.filename: 04-Volkova.pdf
resources.url: https://dspace.spbu.ru/bitstream/11701/9496/1/04-Volkova.pdf
resources.format: Adobe PDF
resources.size: 379,06 kB