Difference between revisions of "SOCR EduMaterials Activities Discrete Probability examples"

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Find the probability that 3 out of 8 plants will survive a frost, given that any such plant will survive a frost with ptobability of 0.30. Also, find the probability that at least 1 out of 8 will survive a frost. What is the expected value and standard deviation of the number of plants that survive the frost?
 
Find the probability that 3 out of 8 plants will survive a frost, given that any such plant will survive a frost with ptobability of 0.30. Also, find the probability that at least 1 out of 8 will survive a frost. What is the expected value and standard deviation of the number of plants that survive the frost?
 
* '''Answer:'''
 
* '''Answer:'''
*<math> X \sim b(8,0.3) </math>, <math> P(X=3)= {8 \choose 3} 0.3^30.7^5</math>
+
*<math> X \sim b(8,0.3) </math>, <math> P(X=3)= {8 \choose 3} 0.3^30.7^5=0.2541</math>
*<math> P(X \ge 1)=1-P(X=0)=1-.7^8 </math>
+
*<math> P(X \ge 1)=1-P(X=0)=1-.7^8=0.942</math>
 
*<math> E(X) = np = 8 \times 0.3=2.4 </math>
 
*<math> E(X) = np = 8 \times 0.3=2.4 </math>
*<math> Sd(X)= \sqrt{npq}</math>
+
*<math> Sd(X)= \sqrt{npq}=\sqrt{8\times 0.30 \time 0.70}=1.3</math>
  
 
Below you can see a SOCR snapshot for this example:
 
Below you can see a SOCR snapshot for this example:

Revision as of 14:50, 24 April 2007

Find the probability that 3 out of 8 plants will survive a frost, given that any such plant will survive a frost with ptobability of 0.30. Also, find the probability that at least 1 out of 8 will survive a frost. What is the expected value and standard deviation of the number of plants that survive the frost?

  • Answer:
  • \( X \sim b(8,0.3) \), \( P(X=3)= {8 \choose 3} 0.3^30.7^5=0.2541\)
  • \( P(X \ge 1)=1-P(X=0)=1-.7^8=0.942\)
  • \( E(X) = np = 8 \times 0.3=2.4 \)
  • \( Sd(X)= \sqrt{npq}=\sqrt{8\times 0.30 \time 0.70}=1.3\)

Below you can see a SOCR snapshot for this example:

SOCR Activities Binomial Christou example1.jpg


  • Example 2:

If the probabilities of having a male or female offspring are both 0.50, find the probability that a familiy's fifth child is their first son.

  • Answer:
  • \( 0.50^5 \)
  • Example 3:
    • a. \(X \sim b(4,0.8) \), \( P(X=2)= {4 \choose 2} 0.8^2 0.2^2\)
    • b. \(P(X\ge 2)= {4 \choose 2} 0.8^2 0.2^2\)+\({4 \choose 3} 0.8^3 0.2^1\)+\({4 \choose 4} 0.8^4\)
  • Example 4:
  • \(0.7^4 0.3\)
  • Example 5:

\( \frac{1}{0.30} \)

  • Example 6:
    • a. \(X \sim b(5,0.90) \), \( P(X=4)= {5 \choose 4} 0.9^4 0.1^1\)
    • \(P(X\ge 1)= 1-P(X=0)= 1- 0.1^4 \)
    • b. \(P(X=0)= 1-0.999= .001\)

\(0.001= 0.1^n\) \(n= 3\)