Let X have the probability density function given by:fX(x)=0.5e−∣x∣ where -\infty < x < \infty. What is the probability that ∣x∣ falls between 2 and 4 ? Round your answer to three decimal places.Pick ONE option(A) 0.117(B) 0.018(C) 0.135(D) 0.068
Q. Let X have the probability density function given by:fX(x)=0.5e−∣x∣ where −∞<x<∞. What is the probability that ∣x∣ falls between 2 and 4 ? Round your answer to three decimal places.Pick ONE option(A) 0.117(B) 0.018(C) 0.135(D) 0.068
Integrate from 2 to 4: To find the probability that ∣x∣)fallsbetween$2 and 4, we need to integrate the probability density function fX(x) from −4 to −2 and from 2 to 4, because ∣x∣ between 2 and 4 means 40 is between −4 and −2 or between 2 and 4.
Calculate integral from 2 to 4: First, we calculate the integral from 2 to 4. The integral of fX(x) from 2 to 4 is:∫240.5⋅e−∣x∣dxSince x is positive in this interval, ∣x∣=x, so the integral becomes:∫240.5⋅e−xdx
Calculate integral value: To solve the integral, we use the antiderivative of e−x, which is −e−x. Therefore, the integral becomes:−0.5×e−x evaluated from 2 to 4=−0.5×(e−4−e−2)
Calculate integral from −4 to −2: Now we calculate the value of the integral:−0.5×(e−4−e−2)=−0.5×(0.0183−0.1353) (using a calculator for e−4 and e−2)=−0.5×(−0.117)=0.0585
Calculate integral value: Next, we calculate the integral from −4 to −2. The integral of fX(x) from −4 to −2 is:∫−4−20.5⋅e(−∣x∣)dxSince x is negative in this interval, ∣x∣=−x, so the integral becomes:∫−4−20.5⋅e(−(−x))dx=∫−4−20.5⋅exdx
Add probabilities: To solve this integral, we use the antiderivative of ex, which is ex. Therefore, the integral becomes:0.5×ex evaluated from −4 to −2= 0.5×(e−2−e−4)
Add probabilities: To solve this integral, we use the antiderivative of ex, which is ex. Therefore, the integral becomes:0.5×ex evaluated from −4 to −2= 0.5×(e−2−e−4)Now we calculate the value of the integral:0.5×(e−2−e−4)=0.5×(0.1353−0.0183) (using a calculator for e−2 and e−4)= 0.5×0.117= ex0
Add probabilities: To solve this integral, we use the antiderivative of ex, which is ex. Therefore, the integral becomes:0.5×ex evaluated from −4 to −2= 0.5×(e−2−e−4)Now we calculate the value of the integral:0.5×(e−2−e−4)=0.5×(0.1353−0.0183) (using a calculator for e−2 and e−4)= 0.5×0.117= ex0Finally, we add the probabilities from the two intervals to find the total probability that ex1 falls between ex2 and ex3:ex0 (from ex2 to ex3) + ex0 (from −4 to −2) = 0.5×ex0