•   Statistics and probability MAP22MT04-3006 03.03.2025-04.05.2025  3 credits  (BYL23D-V, ...) +-
    Competence objectives of the study unit
    - The student knows basic probability theory and can use different statistical distributions to solve problems
    - The student can statistically analyze and present a data material in a relevant way
    - The student can apply regression models to different data sets
    Prerequisites
    Functions an equations 1,
    Geometry and equations,
    Functions an equations 2
    Derivator and integrals
    Content of the study unit
    Statistics
    - descriptive statistics
    - probability theory
    - discrete and continuous distributions
    - Excel as a tool for analyzing data

    Curve fitting and regression
    - matrix calculus and linear algebra
    - linear regression - least squares method
    - linearization
    - mathematical software (Excel, Mathcad or other program) to build regression models
    Assessment criteria
    Assessment criteria – satisfactory (1-2)
    Statistics and computational skills: Know the basics of statistics and can perform simple calculations
    Curve fitting and regression: Know the basics of regression analysis
    Mathematics software: Can use a software to solve basic problems
    Assessment criteria – good (3-4)
    Statistics and calculation skills: Is familiar with statistics and can perform relevant calculations
    Curve fitting and regression: Is familiar with the concept of regression and can perform curve fitting of technical models
    Mathematics software: Can use a software to solve applied problems
    Assessment criteria – excellent (5)
    Statistics and computational skills: Is well versed in statistics and can perform more advanced statistical calculations.
    Curve fitting and regression: Can independently perform curve fitting and regression models in advanced technical problems
    Mathematics software: Can use a software to solve advanced problems in mechanical engineering
    Name of lecturer(s)

    Niklas Kallenberg

    Teaching language

    Swedish

    Timing

    03.03.2025 - 04.05.2025

    Enrollment date range

    01.12.2024 - 02.03.2025

    Group(s)
    • BYL23D-V
    • PRE23D-V
    Responsible unit

    Faculty of Technology and Seafaring

    Teachers and responsibilities

    Tom Lillhonga

    Degree Programme(s)

    Degree Programme in Mechanical and Production Engineering

    Campus

    Vasa, Wolffskavägen 33

    RDI share

    0.00 credits

    Share of online studies

    0.00 credits

    Assessment scale

    H-5