A study of swab test for COVID-19 in the United Kingdom found that they had a false negative rate between 2 and 33%. This is in part because the test is more sensitive a certain time after infection. The false positive rate was between 0.8 and 4%. For the purposes of this problem, let's assume that the false negative rate is 15% and the false positive rate is 2%. The current positivity rate in NYC is 6%which gives us an estimate of the prevalence (fraction of NYC residents with COVID). a) Imagine that a NYC resident takes the swab test used in the UK and the test comes back positive. What is the probability that they have COVID-19? b) Imagine that a NYC resident takes the swab test used in the UK and the test comes back positive. What is the probability that they do not have COVID-19? c) Imagine that a NYC resident takes the swab test used in the UK and the test comes back negative. What is the probability that they do not have COVID-19? d) Imagine that a NYC resident takes the swab test used in the UK and the test comes back negative. What is the probability that they have COVID-19?

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter2: Exponential, Logarithmic, And Trigonometric Functions
Section2.CR: Chapter 2 Review
Problem 111CR: Respiratory Rate Researchers have found that the 95 th percentile the value at which 95% of the data...
Question
A study of swab test for COVID-19 in the United Kingdom found that they had a false negative rate between 2 and 33%. This is in part because the test is more sensitive a certain time after infection. The false positive rate was between 0.8 and 4%. For the purposes of this problem, let's assume that the false negative rate is 15% and the false positive rate is 2%. The current positivity rate in NYC is 6%which gives us an estimate of the prevalence (fraction of NYC residents with COVID).
a) Imagine that a NYC resident takes the swab test used in the UK and the test comes back positive. What is the probability that they have COVID-19?
b) Imagine that a NYC resident takes the swab test used in the UK and the test comes back positive. What is the probability that they do not have COVID-19?
c) Imagine that a NYC resident takes the swab test used in the UK and the test comes back negative. What is the probability that they do not have COVID-19?
d) Imagine that a NYC resident takes the swab test used in the UK and the test comes back negative. What is the probability that they have COVID-19?
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