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)
Math question: What is the formula to calculate the volume of a cube when given the length of one side?
+
What is the formula for finding the surface area of a cube if the length of each side is 's'?
+
Find the limit as x approaches infinity of (3x^2 + 2x) / (x^2 + 5x + 2).
+
New questions in Mathematics
To calculate the probability that a player will receive the special card at least 2 times in 8 games, you can use the binomial distribution. The probability of receiving the special card in a single game is 1/4 (or 25%), and the probability of not receiving it is 3/4 (or 75%).
Determine the equations of the recipes that pass through the following pairs of points P1 (2;-1) and p2 (4;-1)
The mean temperature for july in H-town 73 degrees fahrenheit. Assuming that the distribution of temperature is normal what would the standart deviation have to be if 5% of the days in july have a temperature of at least 87 degrees?
4X^2 25
(-5/6)-(-5/4)
Credit title that represents a payment order. This model, which emerged in Brazil, can only be issued in two specific situations: in the purchase and sale of commercial products or in the provision of services. Select the correct alternative: Question 6Answer The. Present value B. Promissory note w. Present value d. Duplicate It is. Bill of exchange
Pedro had 80% of the amount needed to buy a game. Of this amount, you spent 15% on a watch and therefore, you will need to add another R$640.00 to purchase this game. Is the value of the game?
If 0101, what is the binary representation of the 4x16 decoder output?
You mix a powder drug with a 4.5ml of liquid to get a reconstituted solution with a concentration of 250mg/ml. The prescribers order is for 500 mg . You will give what ml of the reconstituted solution
How many square feet of floor area are there in three two-storey apartment houses, each of which is 38 feet wide and 76 feet long?
Determine the increase of the function y=4x−5 when the argument changes from x1=2 to x2=3
-1%2F2x-4%3D18
2.380× (1+0.05) / 0.95−0.05
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?
For the numbers below, select a number at random and find the probability that: a. The number is even b. The sum of the number’s digit is even c. The number is greater than 50 2 3 5 7 11 13 17 19 23 29 31 37 41 43 47 53 59 61 67 71 73 79 83 89 97
How many moles are there in 235 grams of potassium thiosulfate pentahydrate? K2S2O3*5(H2O)
What is the percentage of nitrogen abundance in copper dinatrate Cu(NO3)2
Select a variable and collect at least 50 data values. For example, you may ask the students in the college how many hours they study per week or how old they are, etc. a. Explain what your target population was. b. State how the sample was selected. c. Summarise the data by using a frequency table. d. Calculate all the descriptive measures for the data and describe the data set using the measures. e. Present the data in an appropriate way. f. Write a paragraph summarizing the data.
Sally’s sales for last Sunday were $1,278. That was an increase of 6.5% over her sales for the previous Saturday. What were her sales for the previous Saturday?
y’’ -4y’ +4y = (12x^2 -6x)e^2x Y(0)= 1 Y’(0)=0 Y(x)=c1y1+c2y2+yp