Is 0.5e^(−0.5x) a probability density function on the interval [0,∞)? If so, what kind of probability density function is it? What is its mean, median, variance, and standard deviation?
Is 0.5e^(−0.5x) a probability density function on the interval [0,∞)? If so, what kind of probability...
Given the probability density function f(x)=14f(x)=14 over the interval [3,7][3,7], find the expected value, the mean, the variance and the standard deviation. Expected value: Mean: Variance: Standard Deviation:
3 The probability density function of a random variable on the interval [9, 16] is f(x) = x. Find the following values. a. Find the expected value The expected value is (Round to two decimal places as needed.) b. Find the variance. The variance is (Round to two decimal places as needed.) c. Find the standard deviation The standard deviation is (Round to two decimal places as needed.) d. Find the probability that the random variable has a value greater...
Question Let X be a continuous random variable with the following probability density function (pdf) 0.5e fx (x) = { 0.5e-1 x < 0. <>0.. (a) Show that fx (x) is a valid pdf. (b) Find the cumulative distribution function Fx (.x). (e) Find F='(X). (d) Write an algorithm to generate a sample of size 1000 from the distribution of X using the inverse-transform method. Be as precise as possible.
5. (6 pts.) Suppose the random variable X has probability density function ()if 0, ifx<0. Find the mean and variance of X. Write the equation one needs to solve to find the median m of X. Do not solve the equation, but at least simplify it enough so that it does not involve any integrals.
2. (25 points) For the probability density function (pdn) sGr) rx) =10.08 x (0 5) x 0 (otherwise) (a) Find and sketch the cumulative density function (edr. F(x)-f(x) dx F6) F(x) - (x <0) OsxS5) (x> 5) (b) Find the mean value of x. (c) Find the variance and standard deviation of x 2fx) dx
The probability density function of random variable X is The standard deviation is a) .5 b) .25 c) 2 d) 4 Please show work and explain. 0.5e*, r> 0 /(r) = { 0, otherwise
The shape of the normal probability density function is a symmetric bell-shaped curve centered on the: A variance. B standard deviation. C coefficient. D mean
2. Suppose a certain random variable Y has the following probability density function: f(y)-0. 125y for 0< y < 4 (a) If a random sample of 40 observations is selected from this distribution, sketch the approximate probability distribution of - 10 where x is the sample mean. (4 pts) b) What is the mean and variance of x? (2 pts) (c) How large would the sample have to be in order for x to have a standard deviation of 0.01?...
The lifetime of a machine is continuous on the interval (0, 40) with probability density function f, where f(t) is proportional to (t+10)−2, and t is the lifetime in years. Find the proportionality constant that makes the f(t) a probability function.
Show that the function on the right is a probability density function on [0, 0); then find the indicated probabilities. if O sxs 2 f(x) = 128 5, if x > 2 375, Choose the procedure below that you would use to show that f(x) is a probability density function on [0, 0). O A. Show that f(x) 20 on the interval and that the integral of f(x) from 0 to o equals 1. B. Show that f(x) > 0...