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Statistics for Engineers

  • Number of credits 7.5 credits
  • Level Bachelor's level
  • Starting Spring Term 2023

Admitted to the course

Here you will find everything you need to know before the course starts.

About the course

The notions probability, discrete and continuous random variable, probability function, probability density function, cumulative distribution function, expected value, variance, standard deviation, covariance and correlation, are defined. Furthermore, the most common probability distributions for technical applications are treated, with special emphasis on the normal distribution, distributions for linear combinations of normally and non-normally random variables (in the latter case applying the central limit theorem), and approximations of expected values and variances for non-linear functions of random variables. The notions point estimate, unbiasedness, efficiency, hypothesis, significance level, power, type I and II errors, rejection region, p value and confidence level, are defined. The t-, Chi2-, and F-distributions are applied for hypothesis testing and interval estimation for one and two samples. Furthermore the basics of stochastic simulation, bootstrap and permutation tests, are treated. Finally the analysis of contingency tables, basic analysis of variance, and simple and multiple linear regression analysis, are covered.

The theory from Module 1 is applied on problems from areas the students might run into after their education. The data analysis is mainly done with the support of suitable statistical software, focusing mainly on presenting problems and solutions both in oral and written form.

Application and eligibility

Statistics for Engineers, 7.5 credits

Visa tillfällen för föregående termin Spring Term 2023 Det finns inga senare terminer för kursen

Starts

22 March 2023

Ends

4 June 2023

Study location

Umeå

Language

English (upon request)

Type of studies

Daytime, 50%

Required Knowledge

The course requires 15 ECTS in Mathematics including derivatives and integrals, or corresponding.

Selection

Guaranteed place Applicants in some programs at Umeå University have guaranteed admission to this course. The number of places for a single course may therefore be limited.

Application code

UMU-58319

Application

Please note: This application round is intended only for applicants within the EU/EEA and Switzerland. Online application service is in Swedish. Notification of admission will be sent in mid-November. Contact the department for more information. Application deadline is 17 October 2022. How to apply

Application and tuition fees

As a citizen of a country outside the European Union (EU), the European Economic Area (EEA) or Switzerland, you are required to pay application and tuition fees for studies at Umeå University.

Application fee

SEK 900

Tuition fee, first instalment

SEK 17,850

Total fee

SEK 17,850

Contact us

Please be aware that the University is a public authority and that what you write here can be included in an official document. Therefore, be careful if you are writing about sensitive or personal matters in this contact form. If you have such an enquiry, please call us instead. All data will be treated in accordance with the General Data Protection Regulation.

Contactperson for the course is:
Study counselor Lars-Daniel Öhman