5. A sample of size 2 is taken from the density function f(x)-1, 0sxs 1, and...
A random sample of size n = 2 is taken from the p.d.f f(x) = {1 for 0 ≤ x ≤ 1 and 0 otherwise. Find P(X-bar ≥ 0.9) 3. A random sample of size n = 2 is taken from the p.d.f 1 for 0 < x < 1 f(30 0 otherwise. Find P(X > 0.9)
. A random sample of size n is taken from a population that has a distri- bution with density function given by 0, elsewhere Find the likelihood function L(n v.. V ) -Using the factorization criterion, find a sufficient statistic for θ. Give your functions g(u, 0) and h(i, v2.. . n) - Use the fact that the mean of a random variable with distribution function above is to find the method of moment's estimator for θ. Explain how you...
Show that the mean X bar of a random sample of size n from a distribution having probability density function f(x;θ)=(1/θ)e-(x/θ) , ,0 < x < ∞ , 0 < θ < ∞ , zero elsewhere, is an unbiased estimator of θ and has variance θ2/n.
1. Consider a random sample of size n from a population with pdf: f (x) = (1 -p-p, 0 <p<1, x= 1, 2, ... (a) Show that converges in probability to p. (b) Show that converges in probability to p (1 – p). (c) Find the limiting distribution of
Show that the function f(x)=1/(x^2+π^2 ) can be taken as a probability density (distibution) function of a random variable X. Find p(X>π). Find also the cumulative distribution function F(x) of the random variable X. Find, finally, mean and standard deviation of the random variable X 1 Show that the function f(x) = can be taken as a probability density (distibution) x²+x² function of a random variable X. Find p(x > 1). Find also the cumulative distribution function F(x) of the...
2) Suppose that X has density function f(a)- 0, elsewhere Find P(X < .3|X .7).
Problem 1. Let Y be the density function given by f(y) = 1/5, −1 < y ≤ 0, 1/5 + cy, 0 < y ≤ 1 0, elsewhere. 1. Find the value of c that makes f(y) a density function. 2. Compute the probability P (−1/2 ≤ Y < 1/2) 3. Find the expected value µ and the standard deviation σ of
1. Let X be an iid sample of size n from a continuous distribution with mean /i, variance a2 and such that Xi e [0, 1] for all i e {1,...,n}. Let X = average. For a E (0,1), we wish to obtain a number q > 0 such that: (1/n) Xi be the sample Р(X € |и — 9. и + q) predict with probability approximately In other words, we wish to sample of size n, the average X...
Problem5 Let x, ,x, be a random sample from normal population Na, σ Find method of moments estimator of σ: is it unbiased? Problem6 Random variable X has density f(x)-ax+ Bx' in the interval (0.1) and 0 elsewhere. Given that EX (a) find α, β, () find P Xx-o.s 0.09 (6) Let you have sample of size 25, with sample mean R.Estimate the probability R>0.8).Formulate the assumptions Problem5 Let x, ,x, be a random sample from normal population Na, σ...
Let X1, X2, ..., Xn be a random sample of size n from the distribution with probability density function f(x;) = 2xAe-de?, x > 0, 1 > 0. a. Obtain the maximum likelihood estimator of 1. Enter a formula below. Use * for multiplication, / for divison, ^ for power. Use mi for the sample mean X, m2 for the second moment and pi for the constant 1. That is, n mi =#= xi, m2 = Š X?. For example,...