Measurement of Variability Flashcards
Refers to the spread of scores in a distribution, it refers to the amount of spread of the scores around the mean
Measurement of Variability
What are the different measures of variability
- Range
- Interquartile
- Variance
- Standard Deviation
The difference between the highest and lowest scores in a distribution.
Range (R)
What is the formula for range?
R = H - L
R = range
H = highest score in a
distribution
L = lowest score in a
distribution
Includes the middle 50% of score values in the distribution, when they are arranged in order of size.
Inter-quartile range (IQR)
What is the formula for inter-quartile range
IQR = Q3 - Q1
where Q1 is the score value at or below which 25% of the cases fall, and Q3 is the score
value at or below which 75% of the cases fall.
Position of Q3 = .75(N+1)
Position of Q1 = .25(N+1)
Defined as the distance and direction of any
given raw score from its mean.
Deviation
The average of squared distances from the mean
Variance
What is the formula for variance
If Sample:
s² =Σ (X-X̄) ² / n-1
If Population:
s² =Σ (X- μ) ² / n
How to get the standard deviation?
Just squared root the variance