The choice of measurement scales used in data collection will determine the allowable statistical techniques in the data analysis.

Question

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The choice of measurement scales used in data collection is one of the key factors that determine the type of statistical analysis that can be done. Different scales, such as nominal, ordinal, interval, or ratio, require different statistical methods and techniques. For example, nominal data can only be summarized using frequencies and percentages, whereas ratio data allows for more advanced statistical methods like regression analysis. Therefore, selecting the appropriate measurement scales is crucial for the success of any statistical analysis.

The Choice of Measurement Scales Used in Data Collection Will