We want the probability of "at least one is defective". Let's call this "D"
D -> "at least one is defective"
So we want P(D).
However, notice that the probability of "at least one is defective" plus the probability of "no on is defective" is 100%.
Let's call "no one is defective" as "N". So:
![\begin{gathered} P(N)+P(D)=1 \\ P(D)=1-P(N) \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/kvdkwf0vs89ks47nhri6wqlxouaudxg6x7.png)
We do this because it is much easier to calculate P(N).
The probability of "N", "no one is defective", is the probability of picking one of the good ones four times in a row. We have 18 defective and 35 good ones, total of 53. So the probability of picking a good one first is:
![(35)/(53)](https://img.qammunity.org/2023/formulas/mathematics/college/gmgrq7hatqkdzqqh4chp1oq14ykje4gixo.png)
Now, we have 18 defective and 34 good ones, total of 52, so the probability of picking a good one now is:
![(34)/(52)](https://img.qammunity.org/2023/formulas/mathematics/college/z2fbnw8a60ng0dh51ay75xhtkmdsu1rngp.png)
The third is:
![(33)/(51)](https://img.qammunity.org/2023/formulas/mathematics/college/2lipy4gwevjzpq7t4ioeucsx8p15lnsbpe.png)
And the fourth is:
![(32)/(50)](https://img.qammunity.org/2023/formulas/mathematics/college/x7vqu2cgd7ilolepx4sb4ost4lqzxhuxmm.png)
The probability of all this happening is P(N), and we can calculate by:
![P(N)=(35)/(53)\cdot(34)/(52)\cdot(33)/(51)\cdot(32)/(50)\approx0.1788](https://img.qammunity.org/2023/formulas/mathematics/college/si82i5v60f91cr8g14vssjll57uxbe26sh.png)
Now, we can calculate P(D):
![P(D)=1-P(N)\approx1-0.1788\approx0.821](https://img.qammunity.org/2023/formulas/mathematics/college/wssabfx3jkpmlsbt3pur7iaxhee2dqzbyr.png)
So, the probability os at least one of the calculator is defective is 0.821, alternative D.