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Analytical and Descriptive Statistics

Analytical and descriptive statistics are covered in the MiC Quality online course Primer in Statistics.

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Analytical Statistics

Enumerative Statistics are used to provide information about the specific data that is being analyzed. For example the mean of the three values 4, 8 and 9 is 7.

Analytical statistics, on the other hand, are used to draw conclusions about a population based on sample data.

Suppose the three values 4, 8 and 9 referred to the ages of three children surveyed in a toy shop. Analytical statistics would be used to infer that the mean age of all the children who frequented that toy shop was 7. Clearly it would not be wise to make that inference from such a small sample. A proper study would involve making sure that the sample size was sufficient, and that proper sampling methods were used to give confidence that the sample was representative of the population being studied.

Descriptive Statistics

The analysis of numerical data to provide information about the data that is being specifically analyzed. Contrast with Inferential Statistics that is used to draw conclusions about the broader population based on a sample drawn from the population.

Enumerative Statistics

An alternative name for Descriptive Statistics.

Inferential Statistics

An alternative name for Analytical Statistics.

Parameter

A statistical property of a population, such as the mean or standard deviation. The value of the parameter is estimated from a sample drawn from the population; thus the exact value of the parameter is never known with certainty. The equivalent properties of samples are known as 'statistics'.

Statistic

A statistical property of a data set, such as the mean or standard deviation. The value of the statistic is calculated using all the members of the data set and is therefore known with certainty.

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