312.241 (19S) Selected Topics in Statistics (Reliability Theory), exercises

Sommersemester 2019

Registration deadline has expired.

First course session
11.03.2019 11:00 - 12:00 N.0.07 On Campus
... no further dates known

Overview

Lecturer
Course title german Selected Topics in Statistics (Reliability Theory), exercises
Type Practical class (continuous assessment course )
Hours per Week 1.0
ECTS credits 2.0
Registrations 8 (25 max.)
Organisational unit
Language of instruction German
possible language(s) of the assessment German , English
Course begins on 11.03.2019
University entrance qualification examination Yes
Seniorstudium Liberale Yes

Time and place

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Course Information

Intended learning outcomes

Wissen: Lebensdauermodelle kennen.

Können: Lebensdauermodelle auf konkrete Situationen anwenden können.

Teaching methodology including the use of eLearning tools

Beispiele, Seminararbeit

Course content

  • Lebensdauerverteilungen
  • zensierte Daten
  • Schätzmethoden
  • DoE für Lebensdauertests
  • Zuverlässigkeitsmodelle:
  •      Cox-Model,
  •      Frailty-Model,
  •      Competing-Risk Models,
  •      Shock-Model,
  •      bi- und multivariate Lebensdauerverteilungen.
  • Stochastische Modelle:
  •      stochastische Punktprozesse,
  •      Schädigungsmodelle,
  •      Stress-Interaction-Model.

Intended learning outcomes

Knowledge about lifetime models;

ability to apply lifetime models on concrete situations.


Teaching methodology including the use of eLearning tools

Examples, seminar work

Course content

  • Lifetime distribution functions
  • censored data
  • estimation methods
  • DoE for lifetime tests
  • Reliability models:
    • Cox-model,
    • Frailty-model,
    • competing risk models,
    • shock models,
    • bi- and multivariate lifetime distribution functions
  • Stochatic models:
    • stochastic point processes
    • damage models
    • stress-interaction-model
  • Model for failure free stress tests

Examination information

Im Fall von online durchgeführten Prüfungen sind die Standards zu beachten, die die technischen Geräte der Studierenden erfüllen müssen, um an diesen Prüfungen teilnehmen zu können.

Examination methodology

Schriftliche Arbeit.

Examination topic(s)

Fragestellungen zum Vorlesungsinhalt.

Assessment criteria / Standards of assessment for examinations

Beantwortung der Fragestellung.

Grading scheme

Grade / Grade grading scheme

Position in the curriculum

  • Masterstudium Mathematics (SKZ: 401, Version: 18W.1)
    • Subject: Applied Statistics (Compulsory elective)
      • 5.7 Selected Topics in Statistics ( 1.0h UE / 2.0 ECTS)
        • 312.241 Selected Topics in Statistics (Reliability Theory), exercises (1.0h UE / 2.0 ECTS)
  • Master's degree programme Technical Mathematics (SKZ: 401, Version: 13W.1)
    • Subject: Angewandte Statistik (Compulsory elective)
      • Ausgewählte Kapitel der Statistik ( 3.0h VU / 5.0 ECTS)
        • 312.241 Selected Topics in Statistics (Reliability Theory), exercises (1.0h UE / 2.0 ECTS)

Equivalent courses for counting the examination attempts

This course is not assigned to a sequence of equivalent courses