In: Statistics and Probability
Create your own Binomial Probability RV and Distribution
1. Describe your Binomial Experiment. Choose an n of between 20 and 100:
2. Success = __________________________ Failure = _____________________________
3. X ~ _____ (______, ______)
4. List or give the range of the values that X takes on:
5. Give the PDF formula for the RV:
6. Find the expected value and standard deviation for your random variable.
7. Write the probability questions described below about YOUR binomial RV and evaluate the probabilities.
a. A probability that X = a single value
b. A probability with “at most”
d. A probability with “more than”
e. A probability with "between"
1. Choose n = 25
2. Choose:
Success = p = 0.75
Failure = q = 0.25
3.
X B (25,0.75)
4. Range of the values that X takes on:
0 to 5
5.
PDF formula for the RV:
,
x = 0,1,2,,..,n
Substituting values, we get:
,
x = 0,1,2,...,25
6.
Expected value = E(x) = np = 25 X 0.75 = 18.75
Standard deviation = =
7.
(a) Let "single value" = 10
(b)
Let "at most" 2
P(X2) = P(X = 0) + P(X=1) + P(X=2)
So,
P(at most 2) = 0.0000
(d)
Let "more than" 2:
P(X>2) = 1 - P(X2) = 1 - 0.0000 = 1
(e) Let "between" 0 and 2:
So,
P(between 0 & 2) = 0.0000