Given that the probability that Joe burns dinner is:
![p=50\text{\%}=(50)/(100)=0.5](https://img.qammunity.org/2023/formulas/mathematics/college/75ag5i0yh10nx55m8htj1suzsvy5643buj.png)
You need to use the following Binomial Distribution Formula, in order to solve the exercise:
![P(X)=(n!)/((n-x)!x!)\cdot p^x(1-p)^(n-x)](https://img.qammunity.org/2023/formulas/mathematics/college/rgkaygzgw7kd2342ycbx8rtvhz49vhck61.png)
Where "n" is the sample size, "x" is the number of successes desired, and "p" is the probability of getting a success in a trial.
(a) You must find the probability that in the next 7 dinners Joe prepares, 4 of them will burn. Therefore, for this case:
![\begin{gathered} n=7 \\ x=4 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/mgqljmaz3plmgfq7tgqb10wcapbk3hb1bc.png)
Then, you can substitute values into the formula and evaluate:
![P(X=4)=(7!)/((7-4)!4!)(0.5)^4(1-0.5)^(7-4)](https://img.qammunity.org/2023/formulas/mathematics/college/cjwjfcfrsqqbkjz76dxafv185f4yq64mx4.png)
![P(X=4)\approx0.2734](https://img.qammunity.org/2023/formulas/mathematics/college/y0cuqxh55yhvq2dcc9fnibs280g1v9uqwt.png)
(b) You must find the probability that in the next 7 dinners Joe prepares, at least 5 of them will burn. Therefore, since "at least" indicates greater than or equal to 5, you need to set up this Sum for:
![\begin{gathered} x=5 \\ x=6 \\ x=7 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/6jvccjg53ghet8aga5ybnju545yaui2a6s.png)
Then:
![P(X\ge5)=(7!)/((7-5)!5!)(0.5)^5(1-0.5)^(7-5)+(7!)/((7-6)!6!)(0.5)^6(1-0.5)^(7-6)+(7!)/((7-7)!7!)(0.5)^7(1-0.5)^(7-7)](https://img.qammunity.org/2023/formulas/mathematics/college/ryxyd1gh3t4mw8k6haw69svv9028xqigch.png)
Evaluating, you get:
![P(X\ge5)\approx0.2266](https://img.qammunity.org/2023/formulas/mathematics/college/if4gf2q37ymwrz71jb83jiwus600nnccb8.png)
(c) You must find the probability that in the next 7 dinners Joe prepares, less than 3 of them will burn. Therefore, you need to set up a Sum for:
![\begin{gathered} x=0 \\ x=1 \\ x=2 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/moa400f41ul034ekd0g9q1ue31z1ksbmnj.png)
As follows:
![P(X<3)=(7!)/((7-0)!0!)(0.5)^0(1-0.5)^(7-0)+(7!)/((7-1)!1!)(0.5)^1(1-0.5)^(7-1)+(7!)/((7-2)!2!)(0.5)^2(1-0.5)^(7-2)](https://img.qammunity.org/2023/formulas/mathematics/college/xiurgmvfqz8w6l26l3v19kf32hqsc8lcu2.png)
Evaluating, you get:
![P(X<3)\approx0.2266](https://img.qammunity.org/2023/formulas/mathematics/college/469s922khka764f1ycdzqlgfj53lhx3d7d.png)
Hence, the answers are:
(a)
![0.2734](https://img.qammunity.org/2023/formulas/mathematics/college/2ha3cuuy4bfx4v3rylirulkaxk6m9zmjk6.png)
(b)
![0.2266](https://img.qammunity.org/2023/formulas/mathematics/college/fxoz5rr50z9dqa2xkqz6gka24bkbe3pz03.png)
(c)
![0.2266](https://img.qammunity.org/2023/formulas/mathematics/college/fxoz5rr50z9dqa2xkqz6gka24bkbe3pz03.png)