Definitions [3]
Define the mean.
The mean is the value that is derived by summing all the values and dividing it by the number of observations.
`bar"x" = "Sum of observations"/"No. of observations"`
The observations which divide the whole set of observations into four equal parts are known as quartiles.
Before finding quartiles, the given data must always be arranged in ascending order of magnitude.
The difference between the largest and smallest values in a data set is called the range.
Range = Largest value − Smallest value
Formulae [2]
Inter-quartile range:
The difference between the upper quartile (Q₃) and the lower quartile (Q₁) is called the inter-quartile range.
Inter-quartile range = Q₃ − Q₁
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It is always positive, since Q₃ > Q₁.
Semi-interquartile range:
Half of the inter-quartile range is called the semi-interquartile range.
Semi-interquartile range = `1/2` (Q₃ − Q₁)
Case I: When n is ODD
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Lower Quartile, Q₁ = (n + 1) / 4 th term
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Upper Quartile, Q₃ = 3(n + 1) / 4 th term
Case II: When n is EVEN
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Lower Quartile, Q₁ = n / 4 th term
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Upper Quartile, Q₃ = 3n / 4 th term
Key Points
Types of Quartiles
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Lower Quartile (Q₁)
The observation lies midway between the lowest value and the median. -
Middle Quartile (Q₂)
The median of the data. -
Upper Quartile (Q₃)
The observation lies midway between the median and the highest value.
Concepts [8]
- Measures of Central Tendency for Different Data Types
- Mean Deviation
- Standard Deviation
- Standard Deviation - by Direct Method
- Standard Deviation - by Step Deviation Method"
- Introduction of Variance and Standard Deviation
- Comparison of Two Frequency Distributions with Same Mean
- Quartiles and Range in Statistics
