Question 5 A large company plans to develop a private subdivision. There are 6 house models to choose from and for each model, a client may opt to have a garage or a carport. Use A, B, C, D, E, and F as labels for the house models. a. Design a simulation to generate frequencies that can be used to approximate the probability of a client who will choose model B with a car garage...
To design a simulation to generate frequencies for the probability of a client choosing model B with a car garage, we can follow these steps:
1. Create a function to simulate the selection process of a client choosing a house model and garage type. This function can randomly select a house model (A, B, C, D, E, or F) and a garage type (car garage or carport) for each client.
2. Set up a loop to run the simulation multiple times. For each iteration of the loop, call the function created in step 1 and keep track of the number of times a client chooses model B with a car garage.
3. After running the simulation for a sufficient number of iterations, calculate the frequency of clients choosing model B with a car garage by dividing the number of times this choice was made by the total number of iterations.
4. Repeat steps 2 and 3 multiple times to obtain a distribution of frequencies. This distribution can be used to approximate the probability of a client choosing model B with a car garage.
5. Optionally, visualize the results using a histogram or other appropriate graph to show the distribution of frequencies.
Overall, by repeatedly simulating the selection process and calculating the frequency of clients choosing model B with a car garage, we can approximate the probability of this specific choice.