Hence, applying statistical tests after spotting such “associations” in a sample may identify relationships that are statistically significant in that sample alone; the relationships may not be significant in other samples drawn from the same population and may not exist in the population.
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Planning Statistical Analysis: Wrong and Right Approaches Explained Using an Entertaining Example from Everyday Life.
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