Lesson Example Discussion Quiz: Class Homework |
Example |
Title: Binomial distribution |
Grade: 9-a Lesson: S4-L4 |
Explanation: The best way to understand statistics is by looking at some examples. Take turns and read each example for easy understanding. |
Examples:
A box of candies has many different colors in it. There is a 15% chance of getting a pink candy. What is the probability that exactly 4 candies in a box are pink out of 10?
Step 1a
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Identify n,p,q,x |
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Explanation: number of experiments n = 10 Probability of success p = 0.15 Probability of failures q = 1-p = 1-0.15 = 0.85 number of successful trials x = 4 |
Step 1b
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Calculate Probability P(x) |
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Explanation: \$n_(C_x) = (n!)/((n-x)!x!)\$ \$10_(C_4) = (10!)/((10-4)!4!)\$ \$=> (10!)/(6! 4!)\$ \$10_(C_4) =210\$ P(x)=\$n_(C_x) p^x q^(n-x)\$ \$P(x=4) = 210 × 0.15^4 × 0.85^(10-4)\$ \$P(x=4) = 210 × 0.15^4 × 0.85^6\$ \$=> 210 ×0.0005 × 0.3771\$ \$P(x=4) = 0.04\$ The probability that exactly 4 candies in a box are pink is 0.04. ⇒ When p > 0.5, the distribution is skewed to the left. |
Step 1c
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Calculate mean \$\mu\$ and variance \$\sigma^2\$ |
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Explanation: Mean \$\mu\$ = np = 10 × 0.15 Mean \$\mu\$ = 1.5 Variance \$\sigma^2\$ = npq = 10 × 0.15 × 0.85 Variance \$\sigma^2\$ = 1.275 |
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