Interpretable Functional Boxplots

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10506431" target="_blank" >RIV/00216208:11320/25:10506431 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1007/978-3-031-92383-8_50" target="_blank" >https://doi.org/10.1007/978-3-031-92383-8_50</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-031-92383-8_50" target="_blank" >10.1007/978-3-031-92383-8_50</a>

Result language
angličtina
Original language name
Interpretable Functional Boxplots
Original language description
The functional boxplot is perhaps the best-known visualization tool for functional data. We revisit the definition of the functional boxplot and demonstrate that its classical construction, when used in conjunction with the modified band depth for functional data, does not result in a well-defined boxplot. As a remedy to this problem, we argue that the only functional depths that induce well-behaved functional boxplots are those of infimal type. Several practical issues connected with infimal depth-based boxplots are discussed, such as the problem of possible degeneracy and difficulties with identifying shape outlying functions.
Czech name
—
Czech description
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
NEW TRENDS IN FUNCTIONAL STATISTICS AND RELATED FIELDS
ISBN
978-3-031-92382-1
ISSN
1431-1968
e-ISSN
—
Number of pages
9
Pages from-to
417-425
Publisher name
SPRINGER INTERNATIONAL PUBLISHING AG
Place of publication
CHAM
Event location
Novara
Event date
Jun 25, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
001545850800050

Similar results(10)