Thesis Comparing Probability Distributions

Job title: Thesis Comparing Probability Distributions

Company: Bosch

Job description: Company Description

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.

The Robert Bosch GmbH is looking forward to your application!

Job Description

The assessment of integrity risk in automotive industry is an important and a crucial task. The integrity analysis of the system performance relies extensively on statistical techniques in which the long-term behavior of the system shall be predicted based on current but limited outputs of the system.

  • The main goal of this thesis is to investigate the statistical characteristics of a sensor mounted on different vehicles and tested in different drive dynamics and environments. The candidate should also review and develop algorithms to compare and test statistical behavior of different samples from the same or different populations.
  • While writing your thesis with us, you-develop algorithms for comparing different populations with heavy-tailed distributions.
  • Furthermore, you study the state-of-the-art of modeling a stochastic process using sub-processes.
  • Last but not least, you develop and apply hypothesis testing for different samples from different systems.

Qualifications

  • Education: Studies in mathematics with a specialization in statistics or studies in statistics
  • Personality and Working Practice: Independent and systematic working skills
  • Qualifications: Matlab programming skills
  • Languages: Very good in English

Additional Information

Start: according to prior agreement
Duration: 6 months

Requirement for this thesis is the enrollment at university. Please attach your CV, enrollment certificate, examination regulations and if indicated a valid work and residence permit.

Need further information about the job?
Noha El Gemayel (Business Department)
+49 7062 9115395

Expected salary:

Location: Abstatt, Baden-Württemberg

Job date: Fri, 05 Nov 2021 04:52:06 GMT

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