The probability of an event occurring in each of the independent trials is 0.7.
July 24, 2021 | education
| The probability of an event occurring in each of the independent trials is 0.7. Find the number of trials n for which the most probable number of occurrences of events is 20.
1. Let:
A – some event;
p = P (A) = 0.7;
q = 1 – p = 0.3;
n is the number of trials of event A;
k is the number of occurrences of event A;
kmax = 20.
2. Let’s use the formula of Moivre-Laplace:
P (n, k) = r * φ (x), where
r = 1 / √ (npq);
x = (k – np) r;
φ (x) = e ^ (- x ^ 2/2) / √ (2π) is the Gaussian function.
3. For a specific value of n, the most probable number of occurrences of events kmax will be provided:
x = 0;
(kmax – np) r = 0;
kmax – np = 0;
kmax = np, hence:
n = kmax / p = 20 / 0.7 = 200/7 ≈ 28.6;
We take the closest integer to this value:
n = 29.
Answer: 29.
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