A few days ago
Samantha

Statistics homework help please!?

Suppose that, for a particular type of cancer, chemotherapy provides a 5-year survival rate of 80% if the disease could be detected at an early stage. Among 18 patients diagnosed to have this form of cancer at an early stage who are just starting the chemotherapy, find the probability that at most 6 of these people will die within 5 years.

Top 1 Answers
A few days ago
Merlyn

Favorite Answer

Let X be the number of people who will die from the cancer. X has the binomial distribution with n = 18 trials and success probability (the probability of death) p = 0.20.

In general, if X has the binomial distribution with n trials and a success probability of p then

P[X = x] = n!/(x!(n-x)!) * p^x * (1-p)^(n-x)

for values of x = 0, 1, 2, …, n

P[X = x] = 0 for any other value of x.

this is found by looking at the number of combination of x objects chosen from n objects and then a total of x success and n – x failures.

the mean of the binomial distribution is n * p

the variance of the binomial distribution is n * p * (1 – p)

Find P(X ≤ 6)

= P(X = 0) + P(X =1) + P(X = 2) +P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6)

= 0.01801440 + 0.08106479 + 0.17226269 + 0.22968358 + 0.21532836 + 0.15072985 + 0.08164534

= 0.948729

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