Solve Engineering Statistics Homework: Positive result on 2 Tests

In summary, the probability of having a certain disease in a given community is 0.005. A test for this disease is available and has a 0.98 chance of producing a positive signal if the person has the disease, and a 0.02 chance if the person does not have the disease. If a person receives two positive test results in a row, the probability that they actually have the disease is 0.9235.
  • #1
wolfmanzak
26
0

Homework Statement



People in a given community who have a certain disease is 0.005. A test is available to diagnose the disease. If a person has the disease, the probability that the test will produce a positive signal is 0.98. If a person does not have the disease, the probability that the test will produce a positive signal is 0.02.

If a person tests positive on two successive tests, what is the probability that they have the disease?

Homework Equations



I was assuming statistical independence, though the problem doesn't necessarily state that, so I was contemplating just multiplying the two probabilities.


The Attempt at a Solution



I know from a previous part of the problem that the probability of having the disease, given a positive test result is .1976. I was going to multiply .1976*.1976 to get the answer for this question but according to the solution my TA provided that's wrong. His solution is .9235, which when I think about it, makes sense. But I don't know what he did to get to that value?
 
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  • #2
wolfmanzak said:
I know from a previous part of the problem that the probability of having the disease, given a positive test result is .1976. I was going to multiply .1976*.1976 to get the answer for this question but according to the solution my TA provided that's wrong. His solution is .9235, which when I think about it, makes sense. But I don't know what he did to get to that value?
Are you able to show the working to obtain .1976 as the answer to the earlier part? If you can do part (a) then that same method, extended to two tests, will give the answer to part (b).

http://physicsforums.bernhardtmediall.netdna-cdn.com/images/icons/icon2.gif So, work at showing how to find .1976 first.
 
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FAQ: Solve Engineering Statistics Homework: Positive result on 2 Tests

What is engineering statistics?

Engineering statistics is the application of statistical methods and techniques to solve problems in engineering and related fields. It involves collecting, analyzing, and interpreting data to make informed decisions and improve processes and systems.

What does a positive result on 2 tests mean?

A positive result on 2 tests means that the outcome or response variable being measured showed a significant improvement or change after conducting two different tests or experiments. This indicates that the intervention or treatment being tested is effective and has a positive impact.

How do you solve engineering statistics homework?

To solve engineering statistics homework, you need to have a good understanding of statistical concepts and methods, as well as the ability to apply them to real-world problems. This involves collecting and organizing data, choosing appropriate statistical tests, analyzing the data, and interpreting the results to draw meaningful conclusions.

What are some common statistical tests used in engineering?

Some common statistical tests used in engineering include t-tests, ANOVA, regression analysis, and chi-square tests. These tests are used to compare means, assess relationships between variables, and determine the significance of differences or associations in data.

Why is understanding engineering statistics important?

Understanding engineering statistics is important because it allows engineers to make data-driven decisions and improve processes and systems. It also helps in identifying and solving problems, predicting future outcomes, and evaluating the effectiveness of interventions or changes. Additionally, knowledge of engineering statistics is essential for conducting research and presenting findings in a clear and meaningful way.

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