One household is to be selected at random from a town. ​ ​The probability that ​the household has a cat is 0.20.2 . ​ ​The probability that the household has a dog ​is 0.40.4 . ​ ​The probability that the household has a cat or a dog is 0.50.5 . ​ ​What is ​the probability that the household has a dog, given that the household has a ​cat? ​ ​Show your work on the scratchpad.

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Answer:

There is a 50% probability that the household has a dog, given that the household has a ​cat.

Step-by-step explanation:

We solve this problem building the Venn's diagram of these probabilities.

I am going to say that:

A is the probability that a household has a cat.

B is the probability that a household has a dog.

We have that:

[tex]A = a + (A \cap B)[/tex]

In which a is the probability that a household has a cat but not a dog and [tex]A \cap B[/tex] is the probability that a household has both a cat and a dog.

By the same logic, we have that:

[tex]B = b + (A \cap B)[/tex]

The probability that the household has a cat or a dog is 0.5

[tex]a + b + (A \cap B) = 0.5[/tex]

The probability that the household has a dog ​is 0.4

[tex]B = 0.4[/tex]

[tex]B = b + (A \cap B)[/tex]

[tex]b = 0.4 - (A \cap B)[/tex]

The probability that ​the household has a cat is 0.2.

[tex]A = 0.2[/tex]

[tex]A = a + (A \cap B)[/tex]

[tex]a = 0.2 - (A \cap B)[/tex]

So

[tex]a + b + (A \cap B) = 0.5[/tex]

[tex]0.2 - (A \cap B) + 0.4 - (A \cap B) + (A \cap B) = 0.5[/tex]

[tex]A \cap B = 0.1[/tex]

What is ​the probability that the household has a dog, given that the household has a ​cat?

20% of the households have a cat, and 10% have both a cat and a dog. So

[tex]P = \frac{A \cap B}{A} = {0.1}{0.2} = 0.5[/tex]

There is a 50% probability that the household has a dog, given that the household has a ​cat.