Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
PROBABILITY
and
STATISTICS
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Computing VARIANCE of
a discrete probability
distribution
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Objectives of the lesson
At the end of the lesson, you can:
a. Illustrate and calculate the variance of a
discrete random variable
b. Interpret the variance of a discrete
random variable; and
c. Solve problems involving variance of
probability distribution.
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Variance and
standard deviation
• The term variance refers to a statistical measurement of the spread
between numbers in a data set.
• Variance measures how far each number in the set is from
the mean (average), and thus from every other number in the set.
• The variance and standard deviation describe the amount of spread,
dispersion, or variability of the items in a distribution.
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Illustrative Example:
The number of cars sold per day at a local car dealership, along
with its corresponding probabilities, is shown in the succeeding table.
Compute the variance and the standard deviation of the
probability distribution.
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Number of cars Probability
P(X)
X ∙ P(X)
0 2
10
1 2
10
2 3
10
3 2
10
4 2
10
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
1. Find the mean of the probability distribution.
2. Subtract the mean from each value of the random variable X.
3. Square the results obtained in Step 2.
4. Multiply the results obtained in Step 3 by the corresponding
probability.
5. Get the sum of the results obtained in Step 4.
Steps in Finding the Variance and Standard
Deviation of a Discrete Probability Distribution
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Number of cars Probability
P(X)
X ∙ P(X)
0 2
10
1 2
10
2 3
10
3 2
10
4 2
10
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Scores
X
Number of students
f
X ∙ P(X)
5 3
8 5
10 4
12 5
15 3
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
ACTIVITY Number of Heads
When three coins are tossed, the probability distribution for the random
variable X representing the number of heads that occur is given below.
Compute the variance and standard deviation of the probability
distribution.
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
The probabilities of a machine manufacturing Find the variance and
standard deviation of the probability distribution.
Machine
x
Number of
probability
P(X)
X ∙ P(X)
1 0.75
2 0.17
3 0.04
4 0.025
5 0.01
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
1. Find the mean of the probability distribution.
2. Subtract the mean from each value of the random variable X.
3. Square the results obtained in Step 2.
4. Multiply the results obtained in Step 3 by the corresponding
probability.
5. Get the sum of the results obtained in Step 4.
Steps in Finding the Variance and Standard
Deviation of a Discrete Probability Distribution
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Machine
x
Number of
probability
P(X)
X ∙ P(X)
X - 𝝁
(X - 𝝁)𝟐 (X - 𝝁)𝟐∙ P(X)
1 0.75
2 0.17
3 0.04
4 0.025
5 0.01
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
Finding the Variance and Standard Deviation of a
Discrete Probability Distribution
Alternative Procedure
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
1. Find the mean of the probability distribution.
2. Multiply the square of the value of the random variable X by its
corresponding probability.
3. Get the sum of the results obtained in Step 2.
4. Subtract the square of the mean from the results obtained in Step 3
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
x P(X) X ∙ P(X) X2 - 𝝁 (σ X2 - 𝝁) - 𝝁2
1 0.75
2 0.17
3 0.04
4 0.025
5 0.01
Jonnah Mariz Nacar - Bernal
Math Teacher
|| jmgnacar@gmail.com ||
Probability and Statistics
The number of inquiries received per day by the Office of Admissions
in a certain university is shown below. Find the variance and standard
deviation.

Statistics and Probability: lesson 2 math shs.pdf

  • 1.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics PROBABILITY and STATISTICS
  • 2.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Computing VARIANCE of a discrete probability distribution
  • 3.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Objectives of the lesson At the end of the lesson, you can: a. Illustrate and calculate the variance of a discrete random variable b. Interpret the variance of a discrete random variable; and c. Solve problems involving variance of probability distribution.
  • 4.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Variance and standard deviation • The term variance refers to a statistical measurement of the spread between numbers in a data set. • Variance measures how far each number in the set is from the mean (average), and thus from every other number in the set. • The variance and standard deviation describe the amount of spread, dispersion, or variability of the items in a distribution.
  • 5.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Illustrative Example: The number of cars sold per day at a local car dealership, along with its corresponding probabilities, is shown in the succeeding table. Compute the variance and the standard deviation of the probability distribution.
  • 6.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Number of cars Probability P(X) X ∙ P(X) 0 2 10 1 2 10 2 3 10 3 2 10 4 2 10
  • 7.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics 1. Find the mean of the probability distribution. 2. Subtract the mean from each value of the random variable X. 3. Square the results obtained in Step 2. 4. Multiply the results obtained in Step 3 by the corresponding probability. 5. Get the sum of the results obtained in Step 4. Steps in Finding the Variance and Standard Deviation of a Discrete Probability Distribution
  • 8.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Number of cars Probability P(X) X ∙ P(X) 0 2 10 1 2 10 2 3 10 3 2 10 4 2 10
  • 9.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Scores X Number of students f X ∙ P(X) 5 3 8 5 10 4 12 5 15 3
  • 10.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics ACTIVITY Number of Heads When three coins are tossed, the probability distribution for the random variable X representing the number of heads that occur is given below. Compute the variance and standard deviation of the probability distribution.
  • 11.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics The probabilities of a machine manufacturing Find the variance and standard deviation of the probability distribution. Machine x Number of probability P(X) X ∙ P(X) 1 0.75 2 0.17 3 0.04 4 0.025 5 0.01
  • 12.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics 1. Find the mean of the probability distribution. 2. Subtract the mean from each value of the random variable X. 3. Square the results obtained in Step 2. 4. Multiply the results obtained in Step 3 by the corresponding probability. 5. Get the sum of the results obtained in Step 4. Steps in Finding the Variance and Standard Deviation of a Discrete Probability Distribution
  • 13.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Machine x Number of probability P(X) X ∙ P(X) X - 𝝁 (X - 𝝁)𝟐 (X - 𝝁)𝟐∙ P(X) 1 0.75 2 0.17 3 0.04 4 0.025 5 0.01
  • 14.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics Finding the Variance and Standard Deviation of a Discrete Probability Distribution Alternative Procedure
  • 15.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics 1. Find the mean of the probability distribution. 2. Multiply the square of the value of the random variable X by its corresponding probability. 3. Get the sum of the results obtained in Step 2. 4. Subtract the square of the mean from the results obtained in Step 3
  • 16.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics x P(X) X ∙ P(X) X2 - 𝝁 (σ X2 - 𝝁) - 𝝁2 1 0.75 2 0.17 3 0.04 4 0.025 5 0.01
  • 17.
    Jonnah Mariz Nacar- Bernal Math Teacher || jmgnacar@gmail.com || Probability and Statistics The number of inquiries received per day by the Office of Admissions in a certain university is shown below. Find the variance and standard deviation.