Question

A clinic offers an experimental treatment to patients with a certain disease. It is known that the 30% of patients who receive treatment experience significant improvement. However, It is also observed that 20% of patients who do not receive treatment improve. Yes in the end From the study it is observed that 60% of the patients who improved received the treatment, what is the probability that a patient who received the treatment will experience improvement significant?

271

likes
1353 views

Answer to a math question A clinic offers an experimental treatment to patients with a certain disease. It is known that the 30% of patients who receive treatment experience significant improvement. However, It is also observed that 20% of patients who do not receive treatment improve. Yes in the end From the study it is observed that 60% of the patients who improved received the treatment, what is the probability that a patient who received the treatment will experience improvement significant?

Expert avatar
Santino
4.5
112 Answers
To solve this problem, we can use Bayes' theorem and organize the information given into probabilities:

- Let T be the event that a patient receives the treatment.
- Let I be the event that a patient experiences significant improvement.

From the problem statement, we have:
- P(I|T) = 0.30
- P(I|T^c) = 0.20
- P(T|I) = 0.60

We need to find P(T|I) , the probability that a patient received treatment given that they improved.

Using Bayes' theorem, we can rewrite P(T|I) as:
P(T|I) = \frac{P(I|T)P(T)}{P(I)}

Let's find P(I) using the law of total probability:
P(I) = P(I|T)P(T) + P(I|T^c)P(T^c)

Assume the proportion of patients who received treatment is p , then:
P(T) = p \quad \text{and} \quad P(T^c) = 1 - p

Substitute these into the equation:
P(I) = 0.30p + 0.20(1 - p)

Solve for p using the equation 0.60 = \frac{0.30p}{0.10p + 0.20} . The solution for p is 0.5, meaning that 50% of the patients received treatment.

Now, find P(I) :
P(I) = 0.10p + 0.20 = 0.10(0.5) + 0.20 = 0.25

Finally, the probability that a patient who received the treatment will experience significant improvement is P(I|T) = 0.30 .

Therefore, the probability that a patient who received the treatment will experience significant improvement is **30%**.

\boxed{P(I|T) = 0.30}

Frequently asked questions (FAQs)
Find the value of sin(2π/3)
+
What is the probability of rolling a 4 or 6 on a fair 6-sided die?
+
Question: What is the result of dividing 5/6 by 2/3?
+
New questions in Mathematics
If we have the sequence: 3, 6, 12, 24 Please determine the 14th term.
For a temperature range between 177 degrees Celsius to 213 degrees Celsius, what is the temperature range in degrees Fahrenheit.
Given that y = ×(2x + 1)*, show that dy = (2x + 1)" (Ax + B) dx where n, A and B are constants to be found.
7273736363-8
An electrical company manufactures batteries that have a duration that is distributed approximately normally, with a mean of 700 hours and a standard deviation of 40 hours. Find the probability that a randomly selected battery has an average life of less than 810 hours.
Director of reservations believes that 9% of the ticketed passengers are no-shows. If the directors right what is the probability that the proportion of no-shows in a sample of 789 ticketed passengers with differ from the population proportion buy more than 3% round your answer to four decimal places.
Suppose 50% of the doctors and hospital are surgeons if a sample of 576 doctors is selected what is the probability that the sample proportion of surgeons will be greater than 55% round your answer to four decimal places
Find the sum of the first 41 terms of the progression that begins: 32, 24, 16, …
Find the derivatives for y=X+1/X-1
Suppose the Golf ball market is perfectly competitive and the functions are known: Q = 120 – 2Px – 2Py 0.2I Q = 2Px 40 Where I = Consumers' income ($200) and Py = Price of Good Y (40) Calculate the equilibrium elasticity: a) 1.6 b) -6 c) 6 d) 0.6
Two business partners have a bank balance of $17,942.00. After the first year their interest brings their balance to $18,928.91. What rate of interest is earned?
P(Z<z)=0.1003
The probability of growing a seedling from a seed is 0.62. How many seeds do I need to plant so that the probability of growing at least one seedling is greater than or equal to 0.87?
We plan to test whether the mean mRNA expression level differs between two strains of yeast, for each of 8,000 genes. We will measure the expression levels of each gene, in n samples of strain 1 and m samples of strain 2. We plan to compute a P-value for each gene, using an unpaired two-sample t-test for each gene (the particular type of test does not matter). a) What are the null hypotheses in these tests (in words)? [2] b) If, in fact, the two strains are identical, how many of these tests do we expect to produce a P-value exceeding 1/4? [2]
You buy a $475,000 house and put 15% down. If you take a 20 year amortization and the rate is 2.34%, what would the monthly payment be?
Let G be the center of gravity of triangle ABC. We draw through A a parallel to BC on which we take a point D so that DG⊥BG. If the area of the quadrilateral AGBD is equal to s, show that AC·BD≥2·s.
Write the inequality in the form of a<x<b. |x| < c^2
22. Let [AB] be a chord in a circle C, and k a circle which is internally tangent to the circle C at a point P and to the chord [AB] at a point Q. Show that the line P Q passes through the midpoint of the arc AB opposite to the arc APB.
2.3 X 0.8
To apply a diagnostic test, in how many ways can 14 students be chosen out of 25? if the order does not matter