Non-Parametric One Sample Test of Difference Flashcards
what is the wilcoxon signed rank test?
an alternative non-parametric method of one sample t-test
what is the wilcoxon test used for?
to test whether the location (median) of the measurement if equal to a specific value
what does the wilcoxon test not require?
no assumption for the distribution of measurement
null hypothesis
median = m
alternative hypothesis
median ≠ m
steps for data of one sample
- calculate the difference between each observation and the interest value
- exclude any difference = 0
- classify order differences by magnitude
- sum up rankings of positive differences
- sum up rankings of negative differences
- select the smallest of these sums and call it T
what should the t-value be compared to?
probability statistic or p-value that should be less than 0.05
what is compared in a one sample wilcoxon signed rank test?
your sample with the median of a known larger sample or population
APA write up
the analysis demonstrated that the sample was significantly different from the population (p = 0.07)
SPSS write up
the analysis demonstrated that the sample was significantly different from the population (t = 782.5, p = 0.07)