University of Cambridge > Talks.cam > Probabilistic Systems, Information, and Inference Group Seminars > Modelling Network Data

  Browse A-Z

Log in

Googledetails Microsoftdetails

🔐 Log In

Information on

Subscribing to talksdetails Finding a talkdetails Adding a talkdetails Disseminating talksdetails Help and Documentationdetails

ℹī¸ Information

Modelling Network Data

Download to your calendar using vCal

If you have a question about this talk, please contact Rachel Fogg .

Networks are fast becoming a primary object of interest in statistical data analysis, with important applications spanning the social, biological, and information sciences. A common aim across these fields is to test for and explain the presence of structure in network data. In this talk we show how characterizing the structural features of a network corresponds to estimating the parameters of various random network models, allowing us to obtain new results for likelihood-based inference and uncertainty quantification in this context. We discuss asymptotics for stochastic blockmodels with growing numbers of classes, the determination of confidence sets for network structure, and a more general point process modeling for network data taking the form of repeated interactions between senders and receivers, where we show consistency and asymptotic normality of partial-likelihood-based estimators related to the Cox proportional hazards model (arXiv:1201.5871, 1105.6245, 1011.4644, 1011.1703).

This talk is part of the Probabilistic Systems, Information, and Inference Group Seminars series.

This talk is included in these lists:

Note that ex-directory lists are not shown.

Other lists

PUTLOCKER Held virtually: https://cl-cam-ac-uk.zoom.us/j/96306328000 Where: (The 5-day workshop will be held at multiple locations in Cambridge) - Department of Engineering, Trumpington Street, Cambridge CB2 1PZ (Mon, Thu, Fri) http://www.eng.cam.ac.uk/about-us/how-find-us - Institute for Manufacturing, 17 Charles Babbag

Other talks

Psychiatry and Pain Medicine Organiser's Welcome Morning Tea and Coffee Kirk Public Lecture: Title TBC Title to be confirmed The organisational management of traumatic stress
 

Š 2006-2025 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity