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Nominal has no distinguishable advantage from one to another. Ordinal can be ranked but the distances between the rankings vary. Interval means there is a constant standard of measurement but zero has no true meaning. Ratio has a constant standard and zero is an absolute that means the complete absence of something. “There are actually four levels of measurement: nominal, ordinal, interval, and ration. The lowest, or the most primitive, measurement is the nominal level. The highest, or the level that gives us the most information about the observation, is the ratio level of measurement.” (Lind, Marchal, & Wathen, 2003,page 10)
Sampling Error:
The difference between a sample statistic and its corresponding parameter is a sampling error...
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