Concept:
The binomial probability formula:
Probability of r successes in n trials:
P(r) = nCrprqn-r
n = number of trials, r = number of success in n trials
p = probability of success in any one trial, q = probability of failure in any one trial = 1 – p
\({{\rm{P}}_{\left( {{\rm{r}},{\rm{n}}} \right)}} = {}_{}^{\rm{n}}{{\rm{C}}_{\rm{r}}}{{\rm{P}}_{\rm{r}}}{{\rm{q}}^{{\rm{n}} - {\rm{r}}}} = \frac{{{\rm{n}}!}}{{\left( {{\rm{n}} - {\rm{r}}} \right)!{\rm{r}}!}}{{\rm{P}}^{\rm{r}}}{{\rm{q}}^{{\rm{n}} - {\rm{r}}}}\)
Calculation:
The probability that a packet would have to be replaced =?
If P(r ≥ 1) packet have to le replaced
So, required probability is, 1 - P(r = 0)
\(\therefore P\left( {r =0} \right) = {^n{{C_o}}}{p^0}{q^{n - 0\;}}\)
Given, n = 5, p = 0.1, q = 1 - p = 0.9
\( \Rightarrow P\left( {r = 0} \right) = {^5{{C_0}}}{\left( {0.1} \right)^0}{\left( {0.9} \right)^5}\)
= 0.5905
So, required probability = 1 - P (X = 0) = 1 - 0.5905
P(r ≥ 1) = 0.4095