The following data comes from the 2011 behavioral risk


1. The following data comes from the 2011 Behavioral Risk Factor Surveillance System (BRFSS) survey, which is run by the Centers for Disease Control (CDC). This is a joint probability table for the proportions of survey respondents who smoke and who have had heart attacks.

508_Untitled.png

Answer the following questions:

(a) What is the proportion of people who smoke?

(b) What is the proportion of people who have had a heart attack?

(c) If a person is a smoker, are they more likely to have had a heart attack than someone who is not a smoker? Hint: Be careful what this question is asking!

(d) If someone tells you that they have had a heart attack, what is the probability that they are also a smoker?

(e) Is smoking independent of having a heart attack?

(f) Define Bernoulli random variables, S = 0 (non-smoker), S = 1 (smoker), and H = 0 (no heart attack), H = 1 (heart attack). What is Cov(S, H)?

(g) What is ρ(S, H)?

2. Let k be some constant number, and consider continuous random variables X and Y with joint pdf 1084_Untitled.png

(a) Find k.

(b) What is the joint probability P1145_Untitled.png

(c) What is the marginal pdf fX(x)?

(d) What is the marginal pdf fY (y)?

(e) What is the conditional probability P(x≤Π/4 ly=Π/4)

(f) Are X and Y independent? Explain why or why not.

(g) What is Cov(X, Y )?

(h) What is ρ(X, Y )?

3. A polling station in Salt Lake City has 50 registered Republicans and 50 registered Democrats. After 4 people show up to vote, let R be the number of Republicans and D be the number of Democrats that have voted.

(a) Compute and list all the entries of the joint probability table P(R = a, D = b) that are non-zero.

(b) What is Cov(R, D)?

(c) What is ρ(R, D)?

Hint: These computations may seem daunting, but the final answers should come out to be simple numbers. You can use a calculator of course, but don’t just give the final answer –show your work!

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Mathematics: The following data comes from the 2011 behavioral risk
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