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Central Tendency

The term central tendency refers to the “middle” value or perhaps a typical value of the data, and is measured using the mean, median, or mode. Each of these measures is calculated differently, and the one that is best to use depends upon the situation.   Mean The mean is the most commonly-used measure of [...]

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At 18 Sep 2010 - In Statistics

Dispersion

Without knowing something about how data is dispersed, measures of central tendency may be misleading. For example, a residential street with 20 homes on it having a mean value of $200,000 with little variation from the mean would be very different from a street with the same mean home value but with 3 homes having [...]

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At 18 Sep 2010 - In Statistics

Standard Deviation and Variance

A commonly used measure of dispersion is the standard deviation, which is simply the square root of the variance. The variance of a data set is calculated by taking the arithmetic mean of the squared differences between each value and the mean value. Squaring the difference has at least three advantages: Squaring makes each term [...]

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At 18 Sep 2010 - In Statistics

Probability

 Three Different Concepts of Probability The classical interpretation of probability is a theoretical probability based on the physics of the experiment, but does not require the experiment to be performed. For example, we know that the probability of a balanced coin turning up heads is equal to 0.5 without ever performing trials of the experiment. [...]

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At 18 Sep 2010 - In Statistics

Permutations and Combinations

Certain types of probability calculations involve dividing the number of outcomes associated with an event by the total number of possible outcomes. For simple problems it is easy to count the outcomes, but in more complex situations manual counting can become laborious or impossible. Fortunately, there are formulas for determining the number of ways in [...]

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At 18 Sep 2010 - In Statistics