measures of variability
TRANSCRIPT
OBJECTIVES:During the period, the students are
expected to:
1. identify the different Measures of Variability;
2. give the formula to compute each Measure of Variability;
3. solve problems involving Measures of Variability ( ungrouped data ).
Boys Girls
Frederick 70 Grace 82
Russel 95 Irish 80
Murphy 60 Abigail 83
Jerome 80 Sherry 81
Tom 100 Kristine 79
Mean: 81 Mean: 81
Scores of 5 Boys and 5 Girls in Mathematics
Boys
60 70 80 90 100
Girls
60 70 80 90 100
Measures of Variability or
Dispersion
RANGE: The difference between the highest and
the lowest observation
R = H – L
Boys: R = 100 – 60
R = 40
Girls: R = 83 – 79
R = 4
Therefore the girls are more homogeneous
than the boys in their math
ability
Mean Deviation: The average of the summation of the
absolute deviation of each observation from the mean.
MD = Σ Xi - X
n
BOYS Xi Xi – X
Frederick 70 11
Russel 95 14
Murphy 60 21
Jerome 80 1
Tom 100 19
Mean: 81 Σ = 405 Σ = 66
M.D = 66 / 5
= 13.2
GIRLS Xi Xi – X
Grace 82 1
Irish 80 1
Abigail 83 2
Sherry
81 0
Kristine 79 2
Mean: 81 Σ = 405 Σ = 6
M.D = 6 / 5
= 1.2
MD ( boys ) = 13.2
MD ( girls ) = 1.2
- based from the computed Mean Deviation, the girls are more homogeneous than the boys.
VARIANCE:The average of the squared deviation
from the mean.
Population Varianceσ 2 = Σ ( Xi – X ) 2
nSample Variance
s 2 = Σ ( Xi – X ) 2
n - 1
BOYS Xi Xi – X ( Xi – X ) 2
Frederick 70 -11 121
Russel 95 14 196
Murphy 60 -21 441
Jerome 80 -1 1
Tom 100 19 361
Mean: 81 Σ = 405 Σ = 1,120
σ2 = 1,120 / 5 s2 = 1,120 / 4
= 224 = 280
GIRLS Xi Xi – X ( Xi – X ) 2
Grace
82 1 1
Irish
80 1 1
Abigail 83 2 4
Sherry
81 0 0
Kristine
79 2 4
Mean: 81 Σ = 405 Σ = 10
σ2 = 10 / 5 s2 = 10 / 4
= 2 = 2.5
BOYSσ2 = 1,120 / 5 s2 = 1,120 / 4
= 224 = 280
GIRLSσ2 = 10 / 5 s2 = 10 / 4
= 2 = 2.5
The values of the Variance
also reveals that the score of
boys are more spread out than that of the girls.
STANDARD DEVIATION:The square root of the Variance
BOYSσ 2 = 224 s 2 = 280
σ = 14.97 s = 16.73
GIRLS
σ 2 = 2 s 2 = 2.5
σ = 1.41 s = 1.58
Question:
Why do you think the
RANGE is considered an unreliable Measure of
Variability?
Answer:
The RANGE is considered unreliable because we will only
use two values, the highest and the lowest which is not a complete
representation of all the observations.
Think about this:
Why do we need to work harmoniously with
everyone?
Recap: What are the different
Measures of Variability? How do we compute for each
measure?
SEATWORK:Given the table below, compute for
R, MD, s, and s2
Xi l Xi – X l ( Xi – X ) 2
17
15
22
19
18
Σ = Σ = Σ =
Xi l Xi – X l ( Xi – X ) 2
17 1.2 1.44
15 3.2 10.24
22 3.8 14.44
19 0.8 0.64
18 0.2 0.04
Σ = 91 Σ = 9.2 Σ = 26.8
1. Range = 7 2. MD = 1.843. s = 2.59 σ = 2.324. s 2 = 6.7 σ 2 = 5.36