312.241 (19S) Selected Topics in Statistics (Reliability Theory), exercises
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 schemePosition 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)
-
5.7 Selected Topics in Statistics (
1.0h UE / 2.0 ECTS)
-
Subject: Applied Statistics
(Compulsory elective)
- 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)
-
Ausgewählte Kapitel der Statistik (
3.0h VU / 5.0 ECTS)
-
Subject: Angewandte Statistik
(Compulsory elective)
Equivalent courses for counting the examination attempts
This course is not assigned to a sequence of equivalent courses