Normality assumption

Dependent variable is normally distributed in each population.

How to test for the normality assumption?

  • Shapiro-Wilk and Kolmogorov-Smirnov
  • Descriptives
  • Null hypothesis: Population distribution is normal
    • If reject null hypothesis check why they are’t normal: skewness and kurtosis
      • Order descriptives
      • If /= 0 > 2 stderr, evidence of phenomena in population
    • Nonsignificance does not imply normal distribution of dependent variable

Homogeneity of variance assumption

References

Advanced Statistics I