Practice test help - probability from data

In summary, the probability that an orthopedic surgical case selected at random involves knee surgery is 26%. The probability that a person from ages 18 – 44 who has knee surgery has a full knee replacement is 18%, and the probability that a person from 45 – 64 who has knee surgery has a full knee replacement is 69%. The probability that a person who has knee surgery has a full knee replacement is 35%.
  • #1
CosmoK123456
4
0
Having some trouble with this. I think the answer to question 1 is 26% and question 2 is 2%. I'm not sure when to divide by 163 or 100??
practice test help:
About 26% of orthopedic surgeries involves knee problems. The following table summarizes data collected from a sample of adults who have knee surgery. (Source: American Academy of Orthopedic Surgeons)

age, full knee replacement, no knee replacement
18-44,2, 9
45-64,25, 11
65-74,43,27
75-84, 27, 14
85-older,3, 2 1) What is the probability that an orthopedic surgical case selected at random involves
knee surgery?

2) What is the probability that a person from ages 18 – 44 who has knee surgery has a
full knee replacement?

3) What is the probability that a person from 45 – 64 who has knee surgery has a full
knee replacement?

4) What is the probability that a person who has knee surgery has a full knee
replacement?
 
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  • #2
Welcome to MHB, CosmoK! :)

CosmoK123456 said:
Having some trouble with this. I think the answer to question 1 is 26% and question 2 is 2%. I'm not sure when to divide by 163 or 100??
practice test help:
About 26% of orthopedic surgeries involves knee problems. The following table summarizes data collected from a sample of adults who have knee surgery. (Source: American Academy of Orthopedic Surgeons)

agefull knee replacementno knee replacement
18-4429
45-642511
65-744327
75-842714
85-older32

1) What is the probability that an orthopedic surgical case selected at random involves
knee surgery?

2) What is the probability that a person from ages 18 – 44 who has knee surgery has a
full knee replacement?

3) What is the probability that a person from 45 – 64 who has knee surgery has a full
knee replacement?

4) What is the probability that a person who has knee surgery has a full knee
replacement?

You have question 1 correct.

For question 2 and following, you need to know that the probability that something occurs, is the number of occurrences divided by the total number of occurrences.
In a formula:
$$\text{probability on event} = \frac{\text{number of occurrences of event}}{\text{total number of occurrences}}$$
The catch is that in your case the total number is the total number within a certain category.

Applied to question 2, you have:
\begin{aligned}
P &= \frac{\text{number of persons from ages 18 – 44 who have knee surgery who also have a
full knee replacement}}{\text{total number of persons from ages 18 – 44 who have knee surgery}} \\
&= \frac{2}{2 + 9} \\
&= \frac{2}{11} \\
&\approx 18\%
\end{aligned}

Perhaps you can apply it to questions 3 and 4?

EDIT: Fixed to 18% as Prove It remarked.
 
Last edited:
  • #3
I like Serena said:
Welcome to MHB, CosmoK! :)
You have question 1 correct.

For question 2 and following, you need to know that the probability that something occurs, is the number of occurrences divided by the total number of occurrences.
In a formula:
$$\text{probability on event} = \frac{\text{number of occurrences of event}}{\text{total number of occurrences}}$$
The catch is that in your case the total number is the total number within a certain category.

Applied to question 2, you have:
\begin{aligned}
P &= \frac{\text{number of persons from ages 18 – 44 who have knee surgery who also have a
full knee replacement}}{\text{total number of persons from ages 18 – 44 who have knee surgery}} \\
&= \frac{2}{2 + 9} \\
&= \frac{2}{11} \\
&\approx 22\%
\end{aligned}

Perhaps you can apply it to questions 3 and 4?

[tex]\displaystyle \frac{2}{11} \approx 18\%[/tex], not 22%...
 

Related to Practice test help - probability from data

1. What is probability and how is it related to data?

Probability is a measure of the likelihood that a particular event will occur. It is closely related to data because it allows us to make predictions and draw conclusions based on the information we have collected.

2. How do you calculate probability from data?

Probability can be calculated by dividing the number of favorable outcomes by the total number of possible outcomes. In the context of data, this may involve collecting and analyzing data to determine the frequency of an event occurring and using that information to calculate the probability.

3. Why is understanding probability from data important?

Understanding probability from data is important because it allows us to make informed decisions and predictions based on the information we have. It also helps us to evaluate the reliability and accuracy of data and draw conclusions about the likelihood of certain outcomes.

4. What are some common applications of probability in data analysis?

Probability is commonly used in data analysis for tasks such as predicting the outcomes of experiments or surveys, determining the reliability of data, and identifying patterns or trends in data. It is also used in fields such as finance, insurance, and statistics.

5. How can I improve my understanding of probability from data?

One way to improve your understanding of probability from data is to practice solving problems and analyzing data sets. You can also read books or take courses on statistics and probability, as well as seek guidance from a mentor or instructor. Additionally, staying updated on current research and advancements in the field can also help deepen your understanding.

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