Question

A sample is chosen from a population with y = 46, and a treatment is then administered to the sample. After treatment, the sample mean is M = 47 with a sample variance of s2 = 16. Based on this information, what is the value of Cohen's d?

192

likes
952 views

Answer to a math question A sample is chosen from a population with y = 46, and a treatment is then administered to the sample. After treatment, the sample mean is M = 47 with a sample variance of s2 = 16. Based on this information, what is the value of Cohen's d?

Expert avatar
Esmeralda
4.7
102 Answers
To calculate Cohen's d, we need the population mean, the sample mean, and the pooled standard deviation.

Given:
Population mean: $\mu = 46$
Sample mean: $\bar{X} = 47$
Sample variance: $s^2 = 16$

To calculate the pooled standard deviation, we can use the formula:

$$s_p = \sqrt{\frac{(n_1-1)s_1^2 + (n_2-1)s_2^2}{n_1 + n_2 - 2}}$$

where $n_1$ and $n_2$ are the sample sizes, and $s_1$ and $s_2$ are the sample standard deviations.

Since we only have information for one sample, we can use the sample variance as an estimate for the population variance:

$$s^2 \approx \sigma^2$$

Substituting the given values in the formula, we have:

$$s_p = \sqrt{\frac{(n-1)s^2}{n-1}} = s$$

where $n$ is the sample size.

Therefore, the pooled standard deviation is equal to the sample standard deviation:

$$s_p = s = \sqrt{16} = 4$$

Now we can calculate Cohen's d, which is the difference between the sample mean and the population mean, divided by the pooled standard deviation:

$$d = \frac{\bar{X} - \mu}{s_p} = \frac{47 - 46}{4} = \frac{1}{4} = 0.25$$

Answer: The value of Cohen's d is 0.25.

Frequently asked questions (FAQs)
What is the variance of the set {10, 20, 30, 40, 50}?
+
Math question: What is the smallest positive integer solution of the equation x^n + y^n = z^n for n>2, according to Fermat's Theorem? (
+
Math question: What is the angle in radians corresponding to the point on the unit circle with coordinates (0.5, 0.866)?
+
New questions in Mathematics
Convert the following function from standard form to vertex form f(x) = x^2 + 7x - 1
A circle with a 12-inch diameter is folded in half and then folded in half again. What is the area of the resulting shape?
5/8 x 64
Karina has a plot of 5000 square meters in which she has decided that 60% of it will be used to plant vegetables. Of this part, 12% will be dedicated to planting lettuce. How much surface area of the plot will be used to grow lettuce?
Imagine that you are in an electronics store and you want to calculate the final price of a product after applying a discount. The product you are interested in has an original price of $1000 MN, but, for today, the store offers a 25% discount on all its products. Develop an algorithm that allows you to calculate the final price you will pay, but first point out the elements.
A car that starts from rest moves for 11 min, reaching a speed of 135 km/h, calculate the acceleration it had
How many kilometers does a person travel in 45 minutes if they move at a rate of 8.3 m/s?
If O(3,-2) is reflected across x = 2. What are the coordinates of O
Suppose the horses in a large stable, have a mean weight of a 807 pounds and a variance of 5776. What is the probability that the mean weight of the sample of horses with differ from the population mean by greater than 18 pounds is 41 horses are sampled at random from the stable round your answer to four decimal places.
2.3/-71.32
find x in the equation 2x-4=6
Determine the reduced equation of the straight line that is perpendicular to the straight line r: y=4x-10 and passes through the origin of the Cartesian plane
Solve : 15/16 divide 12/8 =x/y
Find 2 numbers whose sum is 47 and whose subtraction is 13
suppose random variable x follows poisson distribution with expected value 3. what is variance of x?
It is known that the content of milk that is actually in a bag distributes normally with an average of 900 grams and variance 25 square grams. Suppose that the cost in pesos of a bag of milk is given by 𝐢(π‘₯) = { 3800 𝑠𝑖 π‘₯ ≀ 890 4500 𝑠𝑖 π‘₯ > 890 Find the expected cost.
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?
(X+2)(x+3)=4x+18
A multiple choice exam is made up of 10 questions; Each question has 5 options and only one of them is correct. If a person answers at random, what is the probability of answering only 3 good questions?
A person runs 175 yards per minute write a variable that represents the relationship between time and distance