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CS-E5710 - Bayesian Data Analysis, 12.09.2016-09.12.2016

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Syllabus

Assignments

  • Assignments

    Assignments

    Weekly exercises are introduced here on Mondays. Students return their answers to www.peergrade.io by the end of the week (hand-in period). After this, each student grades 4 random other students' answers with detailed online form in peergrade.io during Monday and Tuesday (peer grading period). If a student receives inappropriate grading, she/he may "flag" it for TAs to check. Strongly conflicting gradings are also manually checked by TAs.

    Report all results in a single, anonymous *.pdf -file and return it to peergrade.io. Include also any source code to the report (either in appendix or embedded in the answer). By anonymity it is meant that the report should not contain your name or student number. In addition to the correctness of the answers, the overall quality and clearness of the report is also evaluated.

    The exercises are mostly solved using computer (Matlab, Python or R). Related demos for each exercise are available in GitHub (links in Materials section). Exercise help sessions are organised in Maari on Thursdays 12-16 and Fridays 10-12. Feel free to come and ask TAs or join forces with some friends (each student must answer individually though).

    For those who are self studying or who miss several assignment hand-ins for a good reason, there is possibility to hand-in all assignments once in January.

    • icon for activity Assignment 2
    • icon for activity Assignment 3
    • icon for activity Assignment 4
      Bioassay with grid sampling


    • icon for activity Assignment 5

      Metropolis and Stan for the Bioassay example.

    • icon for activity Assignment 6
      Linear model and hierarchical comparison of groups with Stan.
    • icon for activity Assignment 7
      Model assessment: LOO-CV for factory data with Stan


    • icon for activity Assignment 8
    • icon for activity Old assignments from 2015 File PDF document

      For reference, this pdf combines together all the exercises from the previous year 2015. There will be some changes this year so do not use these for your own answers.

      The latest version of exercises will always be available from peergrade.io

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Hi guest! (Log in)
  • 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
  • CORONAVIRUS INFO
    • Koronavirus - tietoa opiskelijalle
    • Coronavirus - information for students
    • Coronavirus - information för studerande
    • Koronaviruksen vaikutus opiskeluun: kysymyksiä ja vastauksia
    • Effects of the coronavirus on studies: questions and answers
    • Coronaviruset och studierna: frågor och svar
    • Corona help for teachers
  • Service Links
    • MyCourses
    • - Instructions for Teachers
    • - Teacher book your online session with a specialist
    • - Digital tools for teaching
    • - Personal data protection instructions for teachers
    • - Instructions for Students
    • - Workspace for thesis supervision
    • WebOodi
    • Into portal for students
    • Courses.aalto.fi
    • Library Services
    • - Resourcesguides
    • - Imagoa / Open science and images
    • IT Services
    • Campus maps
    • - Search spaces and see opening hours
    • Restaurants in Otaniemi
    • ASU Aalto Student Union
    • Aalto Marketplace
  • ALLWELL?
    • Study Skills
    • Support for Studying
    • Starting Point of Wellbeing
    • About AllWell? study well-being questionnaire
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