Question

Hi I am to prove this: E(X) =int_0^infinity [1 − F (x)]dx. We are to work from left to right. That is, start from the definition of the expectation.

190

likes
951 views

Answer to a math question Hi I am to prove this: E(X) =int_0^infinity [1 − F (x)]dx. We are to work from left to right. That is, start from the definition of the expectation.

Expert avatar
Lurline
4.6
107 Answers
1. Start from the definition of the expectation:
E(X) = \int_0^\infty x f(x) \, dx

2. Use the integration by parts formula, where \( u = x \) and \( dv = f(x) \, dx \):
\int u \, dv = uv - \int v \, du

3. Compute \( du \) and \( v \):
du = dx
v = \int f(x) \, dx = F(x)
(Where \( F(x) \) is the cumulative distribution function)

4. Apply integration by parts:
\int_0^\infty x f(x) \, dx = \Big[ x F(x) \Big]_0^\infty - \int_0^\infty F(x) \, dx

5. Evaluate the boundary term:
\Big[ x F(x) \Big]_0^\infty = \lim_{x \to \infty} x F(x) - 0 \cdot F(0) = 0 \cdot 1 - 0 = 0
(Since \( F(\infty) = 1 \) and \( F(0) = 0 \))

6. Hence, we have:
E(X) = 0 - \int_0^\infty F(x) \, dx = -\int_0^\infty F(x) \, dx

7. Note that \( 1 - F(x) \) is valid for any \( x \):
E(X) = \int_0^\infty [1 - F(x)] \, dx

Answer:
E(X) = \int_0^\infty [1 - F(x)] dx

Frequently asked questions (FAQs)
What is the probability of drawing a black card from a standard deck of 52 cards?
+
Question: What is the limit of (3x^2 + 4x - 6)/(2x^2 + x - 5) as x approaches 2?
+
Math question: Simplify √(18) + √(8) - √(2)
+
New questions in Mathematics
The gross domestic product the gdp for the United States in 2017 was approximately $2.05x10^3. If you wrote this number in standard notation , it would be 205 followed by how many zeros
the value of sin 178°58'
(5-(4-3)*3)-(8+5))
To celebrate the five-year anniversary of a consultancy specializing in information technology, the administrator decided to draw 3 different qualification courses among its 10 employees. Considering that the same employee cannot be drawn more than once, the total number of different ways of drawing among employees is:
2.3/-71.32
Find the derivatives for y=X+1/X-1
4x/2+5x-3/6=7/8-1/4-x
What is the total tolerance for a dimension from 1.996" to 2.026*?
Determine the general equation of the straight line that passes through the point P (2;-3) and is parallel to the straight line with the equation 5x – 2y 1 = 0:
The average number of babies born at a hospital is 6 per hour. What is the probability that three babies are born during a particular 1 hour period?
20% of 3500
Next%C3%B3n%2C+we+are+given+a+series+of+Tri%C3%A1angles+Right%C3%A1angles+%3Cbr%2F%3Ey+in+each+one+of+them+ are+known+2%28two%29+measurements+of+sides.+%3Cbr%2F%3Elet's+determine+all+trigonom%C3%A9tric+ratios.
We have two distributions: A (M = 66.7, 95% CI = [60.3, 67.1]) / B (M = 71.3 95% CI = [67.7, 74.9]). Erin maintains that B is significantly larger than A. Provide your opinion on Erin’s argument and justify your opinion.
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]
A given initial capital in simple interest at the annual rate and for 27 months produced the accumulated capital of 6600 um if the same capital had been invested at the same rate but during 28 months the said accumulated capital would be increased in an amount corresponding to 0.75% of the initial capital Calculate the initial capital and the annual rate at which it was invested
Write the inequality in the form of a<x<b. |x| < c^2
x²-7x+12=0
Solve the following system of equations using substitution. y=-4x- 11. 3x+7y=-2
The perimeter of a rectangular rug is 42 feet. The width is 9 feet. What is the length?
-1/3x+15=18