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MS-E1603 - Random graphs and network statistics, 09.09.2019-17.10.2019

This course space end date is set to 17.10.2019 Search Courses: MS-E1603

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Syllabus
 

Materials

  • Materials

    Materials

    • Misc lecture notes

      Notes from selected lectures will appear here.

    • Books

      The main reference for the course is:

      • Remco van der Hofstad 2016: Random graphs and complex networks - Vol I

      Some other books related to the course topics:

      • Remco van der Hofstad 2018: Random graphs and complex networks - Vol II
      • Reinhard Diestel 2017: Graph theory
      • Eric Kolaczyk 2009: Statistical analysis of network data: Methods and models
      • Eric Kolaczyk 2017: Topics at the frontier of statistics and network analysis: (Re)visiting the foundations
      • Aad van der Vaart 2000: Asymptotic statistics

    • Papers

      Articles related to random graphs which we plan to discuss during the lectures:

      • B Bollobás, S Janson, O Riordan 2007: The phase transition in inhomogeneous random graphs

      Articles related to network statistics which we plan to discuss during the lectures:

      • PJ Bickel, A Chen, E Levina 2011: The method of moments and degree distributions for network models
      • M Mariadassou, C Matias 2015: Convergence of the groups posterior distribution in latent or stochastic block models

      Some articles which might be discussed during the lectures (time permitting), or suitable for project work:

      • S Lauritzen, A Rinaldo, K Sadeghi 2017: Random networks, graphical models, and exchangeability
      • M Aitkin, D Vu, B Francis 2017: Statistical modelling of a terrorist network

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  • MS-E1603 - Random graphs and network statistics, 09.09.2019-17.10.2019
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  • Schools
    • School of Arts, Design, and Architecture (ARTS)
    • School of Business (BIZ)
    • School of Chemical Engineering (CHEM)
    • –sGuides for students (CHEM)
    • – Instructions for report writing (CHEM)
    • School of Electrical Engineering (ELEC)
    • School of Engineering (ENG)
    • School of Science (SCI)
    • Language Centre
    • Open University
    • Library
    • Aalto university pedagogical training program
    • UNI (exams)
    • Sandbox
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  • ALLWELL?
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