Intro Stats Lesson 2.1 A Objective: SSBAT construct a frequency distribution. Standards: S2.5B.
Introductory Statistics Lesson 4.1 B Objective: SSBAT construct a discrete probability distribution...
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Transcript of Introductory Statistics Lesson 4.1 B Objective: SSBAT construct a discrete probability distribution...
Introductory Statistics
Lesson 4.1 B
Objective:
SSBAT construct a discrete probability distribution and its graph.SSBAT determine if a distribution is a probability distribution.
Standards: S2.5B
Review:
Discrete Random Variable
A random variable that has a finite or countable number of possible outcomes
The outcomes can be listed
The outcomes can be shown as just points on a number line
Examples: The number of students in a class
Discrete Probability Distribution
Lists each possible value the variable can be and its corresponding Probability
Must satisfy each of the following conditions
1. Each probability is between 0 and 1, inclusive
2. The sum of all the probabilities is 1
Example of a Discrete Probability Distribution
Days with Rain, x Probability P(x)
0 0.216
1 0.432
2 0.288
3 0.064
Determine if each is a Discrete Probability Distribution.Explain why or why not.
Each individual probability, P(x), has to be between 0 and 1, inclusive The sum of the probabilities has to equal 1
1. x P(x)5 0.286 0.217 0.438 0.15
No – The sum of all the probabilities is 1.07 not 1
Determine if each is a Discrete Probability Distribution.Explain why or why not.
Each individual probability, P(x), has to be between 0 and 1, inclusive The sum of the probabilities has to equal 1
2. x P(x)1 0.152 0.363 0.49
Yes – The sum of all the probabilities is 1 AND each individual probability is between 0 & 1
Determine if each is a Discrete Probability Distribution.Explain why or why not.
Each individual probability, P(x), has to be between 0 and 1, inclusive The sum of the probabilities has to equal 1
3. x P(x)1 0.52 0.253 0.754 -0.5
No – The probability of 4 is Negative
x 1 2 3 4 5P(x) 0.16 0.22 0.28 0.2
Find the missing value in the probability distribution:
Remember that all the probabilities should add up to be 1
0.16 + 0.22 + 0.28 + 0.2 = 0.86
1 – 0.86 = 0.14
The missing value is 0.14
Constructing a DISCRETE Probability Distribution
1. Make a Frequency Distribution for the possible outcomes
2. Find the Sum of the frequencies
3. Find the probability of each possible outcome Divide the Frequency of each by the sum of
the frequencies
4. Check that each probability is between 0 and 1, inclusive, and that the sum is 1.
Example 1
An industrial psychologist administered a personality inventory test for passive-aggressive traits to 150 employees. Individuals were given a score from 1 to 5, where 1 was extremely passive and 5 was extremely aggressive. A score of 3 indicated neither trait. The frequency is shown below.
Score, x Frequency
1 24
2 33
3 42
4 30
5 21
Example 1 Continued
1st: Find the probability of each score Divide each individual score’s frequency by the total of the frequency column
Total of Frequencies = 150
P(1) = 24/150 = 0.16
P(2) = 33/150 = 0.22
P(3) = 42/150 = 0.28
P(4) = 30/150 = 0.20
P(5) = 21/150 = 0/14
Score, x Frequency
1 24
2 33
3 42
4 30
5 21
Example 1 Continued
Create the Probability Distribution using a table:
x
P(x)
x 1 2 3 4 5
P(x) 0.16 0.22 0.28 0.20 0.14
Example 2
A company tracks the number of sales new employees make each day during a 100-day probationary period. The results for one new employee are shown in the table below.
Construct a Discrete Probability Distribution.
Sales per dayx
Number of Days, f
0 16
1 19
2 15
3 21
4 9
5 10
6 8
7 2
Example 2 Continued
1st: Find the Probability of each x value
Total of Frequencies = 100
P(0) = 16/100 = 0.16
P(1) = 19/100 = 0.19
P(2) = 15/100 = 0.15
P(3) = 21/100 = 0.21
P(4) = 9 /100 = 0.09
P(5) = 10/100 = 0.10
P(6) = 8/100 = 0.08
P(7) = 2/100 = 0.02
Sales per dayx
Number of Days, f
0 16
1 19
2 15
3 21
4 9
5 10
6 8
7 2
Example 2 Continued
Create the Probability Distribution using a table:
x
P(x)
0 1 2 3 4 5 6 7
0.16 0.19 0.15 0.21 0.09 0.10 0.08 0.02
Complete Worksheet 4.1B