Exam 1

  1. Metainformation

    Tag Value
    fileAssumptions_uu-assumptions-203-en_uu-assumptions-203-en
    nameuu-assumptions-203-en
    sectionAssumptions
    typeschoice
    solutionFALSE, FALSE, FALSE, TRUE
    TypeConceptual
    Program
    LanguageEnglish
    LevelStatistical Literacy

    Question

    What assumption(s) can you check with a scatterplot (scatter plot of the X and Y variables)?


    1. FALSE: Linearity
    2. FALSE: Outliers
    3. FALSE: Homoscedasticity
    4. TRUE: All of the above

    Solution

    Using a scatterplot, we can assess by eye whether there is a linear relationship between X and Y. The assumption of homoscedasticity implies that the dispersion of residuals for each X value is equal. When this assumption is violated, the dispersion of residuals is not equal for all scores on the independent variable. In a scatterplot, outliers are visible and can thus be identifiedified.