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This document includes the different measures of central tendency, and anything related to statistics.
Typology: Study notes
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I. Measures of Central Tendency Central Tendency
- descriptive statistic - measures of the average - middle Mean - average - uses all score in the data set - affected by anomalies Formula:
∑ x
Median
- middle value Formula:
*n=number of data in a given set Mode -most common value -greatest frequency Formula :
II. Measures of Variability Range -the simplest measure of variation to compute -the difference between the smallest and the largest value in a given set Standard Deviation -most commonly used measure of variation -indicates how closely the values of a given data set are clustered around the mean. -the positive square root of the variance
Formula:
∑
2
Variance
Formula:
2 =∑
2
Unbiased Estimator
- a statistic whose value approximates the expected value of a population variance Formula:
2 =∑
2
N= sample size Shortcut formulas
- they save time when repeated subtracting and squaring occur in the original formulas
2 = n (^) ∑ x 2
(∑ x^ ) 2
δ = (^) √ s^2