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COT No. 4sampling Distribution With Replacement

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REVIEW

PROBLEM
Find the sample mean from the frequency
distribution table below.
Scores Frequency
40-42 2
43-45 5
46-48 8
49-51 12
52-54 6
55-57 4
58-60 3
SOLUTION
Scores f Class Mark(x) fx

40-42 2 41 82

43-45 5 44 220

46-48 8 47 376

49-51 12 50 600

52-54 6 53 318

55-57 4 56 224

58-60 3 59 177

∑f = 40 ∑fx = 1,997
2 3
5
“A population consists of three numbers
(2, 3, 5). Consider all possible samples of
size 2 which can be drawn with replacement
from the population. What are the possible
samples of size 2?”.

3
Answer:
(2, 2), (2, 3), (2, 5)

(3, 3), (3, 2), (3, 5)

(5, 5), (5, 2), (5, 3)


SAMPLING
DISTRIBUTION
What is sampling distribution?

The probability distribution that


describes the probability for each
mean of all samples with the same
sample size “n”.
Objective:
COMPUTE THE MEAN,
VARIANCE, STANDARD
DEVIATION OF SAMPLING
DISTRIBUTION OF MEANS
WITH
“REPLACEMENT”
A population consists of three numbers
(2, 3, 5). Consider all possible samples of size
2 which can be drawn with replacement from
the population.
Compute the following:
a. List down all the samples of size 2
b. Mean of each sample and the mean of the sampling
distributions.
c. Variance of the sampling distributions of means
d. Standard deviation of the sampling distribution of
means
STEP 1:
POSSIBLE SAMPLES OF SIZE 2
(2, 2), (2, 3), (2, 5)

(3, 3), (3, 2), (3, 5)

(5, 5), (5, 2), (5, 3)


STEP 2:
Observation Sample Mean(x) (x - µ) (x - µx)²

1 (2, 2) 2 -1.33 1.7689


2 -0.83
(2, 3) 2.5 0.6889
3 (2, 5) 3.5 0.17 0.0289
4 (3, 3) 3 -0.33 0.1089
5 -0.83 0.6889
(3, 2) 2.5
6 (3, 5) 4 0.67 0.4489
7 (5, 5) 5 1.67 2.7889
8 (5, 2) 3.5 0.17 0.0289
9 (5, 3) 4 0.67 0.4489
∑(x - µx)²
∑x =30
= 7.0001
PAIR ACTIVITY

A population consists of three numbers (2,


4,). Consider all possible samples of size 2
which can be drawn with replacement from
the population.
Compute the following:
a. Mean of the sampling distribution of means
b. Variance of the sampling distribution of means
c. Standard deviation of the sampling distribution
of means
ANSWER

Observation Sample Mean x - µx (x - µx)²


(x)
1 (2, 2) 2 -1 1
2 (2, 4) 3 0 0
3 (4, 4) 4 1 1
4 (4, 2) 3 0 0
    ∑x= 12   ∑(x - µx)²
=2
GROUP ACTIVITY
A population consists of three numbers (2, 4, 6).
Consider all possible samples of size 2 which can
be drawn with replacement from the population.
a. Mean of the sampling distribution of means
b. Variance of the sampling distribution of
means
c. Standard deviation of the sampling distribution
of means

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