In: Statistics and Probability
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1) A bowl contains eleven bananas, five of which are ripe. If three bananas are selected at random without replacement, find the following probabilities:
Exactly two are ripe
At most one is ripe
2) Experiment: (Binomial Distribution) In a survey, 83% of children recognized the character SpongeBob Square Pants. If eight children are selected at random, find the probability:
Exactly three will recognize SpongeBob.
Find the mean for this distribution
Find the variance for this distribution.
1) A bowl contains eleven bananas, five of which are ripe. If three bananas are selected at random without replacement, find the following probabilities:
P[ Exactly two are ripe ] = P[ Ripe banana chosen ]*P[ Ripe banana chosen | first banana was ripe ]*P[ good banana chosen | after two ripe bananas ]*Number of combinations
P[ Ripe banana chosen ] = 5/11
P[ Ripe banana chosen | first banana was ripe ] = 4/10
P[ good banana chosen ] = ( 11 - 5 )/9 = 6/9
Number of combinations = 3
P[ Exactly two are ripe ] = 3*(5/11)*(4/10)*(6/9)
P[ Exactly two are ripe ] = 360/ 990
P[ Exactly two are ripe ] = 4/11
P[ Exactly two are ripe ] = 0.3636
P[ At most one is ripe ] = 1 - P[ Exactly two are ripe ] - P[ all three are ripe ]
P[ all three are ripe ] = P[ Ripe banana chosen ]*P[ Ripe banana chosen | first banana was ripe ]*P[ ripe banana chosen | after two ripe bananas ]
P[ all three are ripe ] = (5/11)*(4/10)*(3*9)
P[ all three are ripe ] = 60/ 990
P[ all three are ripe ] =2/33
P[ all three are ripe ] = 0.0606
P[ At most one is ripe ] = 1 - 0.3636 - 0.0606
P[ At most one is ripe ] = 0.5758
In a survey, 83% of children recognized the character Sponge Bob Square Pants. If eight children are selected at random
The population proportion of success is p = 0.83 , also, 1 - p = 1 - 0.83 = 0.17 , and the sample size is n= 8 . We need to compute Pr(X=3)
This implies that
Mean = n*p
Mean = 8*0.83
Mean = 6.64
Variance = n*p*(1-p)
Variance = 8*0.83*0.17
Variance = 1.1288