Research Methodology · Normality Testing Procedures
Researchers utilize various methods to evaluate whether a sample distribution fundamentally violates the assumption of normality. Arrange the following specific checking procedures in the exact sequential order as specified (from Graphical Methods to Descriptive Measures to Statistical Tests): I. Utilizing the Shapiro-Wilk test to evaluate the null hypothesis that the data comes from a normal distribution II. Performing a visual check using a Histogram to see if the data follows a bell-shaped curve III. Measuring the asymmetry and 'tailedness' of the distribution through Skewness and Kurtosis IV. Applying the Kolmogorov-Smirnov test to compare the sample distribution with a normal distribution Choose the correct answer from the options given below:
Verified Solution4 OptionsUpdated: October 2026👁️1 View
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- 1III, II, I, IV
- 2II, III, I, IV✓
- 3I, IV, II, III
- 4II, I, IV, III
Correct answer
II, III, I, IV
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