Normality Testing with the Shapiro-Wilk Test in SPSS
What is the Shapiro-Wilk Test?
The Shapiro-Wilk test is a statistical test used to assess whether a sample of data follows a normal distribution. It is a nonparametric test, which means that it does not make any assumptions about the underlying distribution of the data.
How to Use the Shapiro-Wilk Test in SPSS
To use the Shapiro-Wilk test in SPSS, follow these steps:
- Open your SPSS data file.
- Select "Analyze" > "Nonparametric Tests" > "1-Sample Shapiro-Wilk".
- Select the variable you want to test for normality.
- Click "OK".
SPSS will output a table with the results of the Shapiro-Wilk test. The most important statistic to look at is the p-value. A p-value less than 0.05 indicates that the data is not normally distributed.
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