Andrew T. answered 05/23/23
Experienced ACT Tester
A classic Algebra question!
First and foremost, let's address the quality of the samples -- that is, which style of house should we focus on. When considering the entire population of households, we want the most general descriptor. If we look at only houses with backyards, or within a certain distance from a park, we would greatly limit the number of houses we could consider, because it's just too specific. To get the most accurate estimate, we would choose option 1 -- "25 households are randomly selected from the town; 7 own a dog.".
Next, we will discuss how we can figure out the number of houses with dogs. With the most general and, therefore, most accurate approximation of the houses in the town, we can simply divide 7 dogs/ 25 houses, which gives us .28, or 28%. So, just over a quarter of the households own dogs. Finally, we multiple 450, the total number of houses in the town, by .28. By this math, we can safely estimate that 126 of the households in the town own dogs.