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Sit, By T., Ying, Z. and Yu, Yi (2021) Event history analysis of dynamic communication networks. Biometrika, 108 (1). pp. 223-230. doi:10.1093/biomet/asaa045 ISSN 0006-3444.
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WRAP-event-history-analysis-dynamic-networks-Yu-2020.pdf - Accepted Version - Requires a PDF viewer. Download (784Kb) | Preview |
Official URL: https://doi.org/10.1093/biomet/asaa045
Abstract
Statistical analysis on networks has received growing attention due to demand from various emerging applications. In dynamic networks, one of the key interests is to model the event history of time-stamped interactions among nodes. We model dynamic directed networks via multivariate counting processes. A pseudo partial likelihood approach is exploited to capture the network dependence structure. Asymptotic results are established. Numerical experiments are performed to demonstrate the effectiveness of our proposal.
| Item Type: | Journal Article | |||||||||||||||
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| Subjects: | H Social Sciences > HA Statistics Q Science > QA Mathematics |
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| Divisions: | Faculty of Science, Engineering and Medicine > Science > Statistics | |||||||||||||||
| Library of Congress Subject Headings (LCSH): | Event history analysis, Survival analysis (Biometry), Telecommunication systems, Multivariate analysis, Point processes -- Mathematical models, Mathematical statistics | |||||||||||||||
| Journal or Publication Title: | Biometrika | |||||||||||||||
| Publisher: | Biometrika Trust ; Oxford University Press | |||||||||||||||
| ISSN: | 0006-3444 | |||||||||||||||
| Official Date: | March 2021 | |||||||||||||||
| Dates: |
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| Volume: | 108 | |||||||||||||||
| Number: | 1 | |||||||||||||||
| Page Range: | pp. 223-230 | |||||||||||||||
| DOI: | 10.1093/biomet/asaa045 | |||||||||||||||
| Status: | Peer Reviewed | |||||||||||||||
| Publication Status: | Published | |||||||||||||||
| Reuse Statement (publisher, data, author rights): | This is a pre-copyedited, author-produced version of an article accepted for publication in Biometrika following peer review. The version of record T Sit, Z Ying, Y Yu, Event history analysis of dynamic networks, Biometrika, , asaa045, is available online at: https://doi.org/10.1093/biomet/asaa045 | |||||||||||||||
| Access rights to Published version: | Restricted or Subscription Access | |||||||||||||||
| Date of first compliant deposit: | 5 March 2020 | |||||||||||||||
| Date of first compliant Open Access: | 24 September 2021 | |||||||||||||||
| RIOXX Funder/Project Grant: |
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