Zobrazeno 1 - 10
of 175
pro vyhledávání: '"Rob J Hyndman"'
Autor:
Claire Kermorvant, Benoit Liquet, Guy Litt, Kerrie Mengersen, Erin E Peterson, Rob J Hyndman, Jeremy B Jones, Catherine Leigh
Publikováno v:
PLoS ONE, Vol 18, Iss 6, p e0287640 (2023)
Real-time monitoring using in-situ sensors is becoming a common approach for measuring water-quality within watersheds. High-frequency measurements produce big datasets that present opportunities to conduct new analyses for improved understanding of
Externí odkaz:
https://doaj.org/article/1726916515a644ed8c4b8b5f473d45da
Publikováno v:
PLoS ONE, Vol 15, Iss 8, p e0236331 (2020)
This paper investigates event extraction and early event classification in contiguous spatio-temporal data streams, where events need to be classified using partial information, i.e. while the event is ongoing. The framework incorporates an event ext
Externí odkaz:
https://doaj.org/article/6c2ba8a7da184b879b219a99ca220438
Autor:
Catherine Leigh, Sevvandi Kandanaarachchi, James M McGree, Rob J Hyndman, Omar Alsibai, Kerrie Mengersen, Erin E Peterson
Publikováno v:
PLoS ONE, Vol 14, Iss 8, p e0215503 (2019)
Water-quality monitoring in rivers often focuses on the concentrations of sediments and nutrients, constituents that can smother biota and cause eutrophication. However, the physical and economic constraints of manual sampling prohibit data collectio
Externí odkaz:
https://doaj.org/article/fe3a6cb8e01a42ab8a1110d961f5a31d
Autor:
Don Vicendese, Luc Te Marvelde, Peter D. McNair, Kathryn Whitfield, Dallas R. English, Souhaib Ben Taieb, Rob J. Hyndman, Robert Thomas
Publikováno v:
Australian and New Zealand Journal of Public Health, Vol 44, Iss 1, Pp 73-82 (2020)
Abstract Objective: Length of hospital stay (LOS) is considered a vital component for successful colorectal surgery treatment. Evidence of an association between hospital surgery volume and LOS has been mixed. Data modelling techniques may give incon
Externí odkaz:
https://doaj.org/article/7d05e5704bb843599125539b8c1aa678
Autor:
Rob J. Hyndman
Publikováno v:
International Journal of Forecasting. 39:558-560
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f2ceed864b158423ab93de457ef3439
https://doi.org/10.1016/j.ijforecast.2022.09.007
https://doi.org/10.1016/j.ijforecast.2022.09.007
Publikováno v:
Journal of Travel Research. 62:233-258
The COVID-19 pandemic has had a devastating effect on many industries around the world including tourism and policy makers are interested in mapping out what the recovery path will look like. We propose a novel statistical methodology for generating
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3fddbedb530d28f90437239dd76b4462
https://doi.org/10.1177/00472875211059240
https://doi.org/10.1177/00472875211059240
Publikováno v:
Journal of Forecasting.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4e4df448bfa6f379278b67cf22d4ba65
https://doi.org/10.1002/for.2963
https://doi.org/10.1002/for.2963
Autor:
Aris A. Syntetos, Bahman Rostami-Tabar, Rob J. Hyndman, Tao Hong, Michael D. Porter, Mohammad M. Ali
Forecasting plays a critical role in the development of organisational business strategies. Despite a considerable body of research in the area of forecasting, the focus has largely been on the financial and economic outcomes of the forecasting proce
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b19b5e9499f9bf8e6d75e7f87e40e925
https://orca.cardiff.ac.uk/id/eprint/140015/1/INTFOR_49101.pdf
https://orca.cardiff.ac.uk/id/eprint/140015/1/INTFOR_49101.pdf
Autor:
Han Li, Rob J. Hyndman
Publikováno v:
Insurance: Mathematics and Economics. 99:152-162
This paper investigates mortality inequality across U.S. states by modeling and forecasting mortality rates via a forecast reconciliation approach. Understanding the heterogeneity in state-level mortality experience is of fundamental importance, as i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1c748cb2637d3d9c1ff627be305beb16
https://doi.org/10.1016/j.insmatheco.2021.03.014
https://doi.org/10.1016/j.insmatheco.2021.03.014
Publikováno v:
Australian & New Zealand Journal of Statistics. 63:241-256
We forecast the old-age dependency ratio for Australia under various pension age proposals, and estimate a pension age scheme that will provide a stable old-age dependency ratio at a specified level. Our approach involves a stochastic population fore
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a8e8d0aadeff480ff61f7d956c28f4e7
https://doi.org/10.1111/anzs.12330
https://doi.org/10.1111/anzs.12330