If Ri denotes the random amount that is earned ..
If Ri denotes the random amount that is earned .. If Ri denotes the random amount...
3. (a) Suppose that ri,...,In are a random sample having probability density function C: a Here α is restricted to be positive. Determine the MLE of α (b) Suppose that ri, , Vn are a random sample from a geometric distribution ㄨㄧ Here the parameter 0 < θ < I. Determine the MLE of θ and show carefully that it is an MLE: it does not suffice to solve the score equation.
I have solved the questions (a) to (c). Could you please help me with questions (d),(e),(f)? Thank you! 4. Suppose that(x,y), ,(XN,Yv) denotes a random sample. Let Si-a+bX, T, e+ dy, where a, b, c and d are constants. Let X = Σ x, and with the analogous expressions for Y, S, T. Let ớXY = N- ρχ Y-σχ Y/(σχσΥ), with the analogous expressions for S, T. = NT Σ(X,-X)2, . Σ(X,-X)(X-Y), and let (a) Show that σ = b20%...
Let Yi = Xiß + d E(eiXi) = 0. You observe (X,, Yi) with XXri where ri is a random error. Derive the probability limit of the OLS estimator in the regression of Yi on X,. For simplicity, assume that EX Er0 Your probability limit should have the form β(1-stuff), where stuff depends only on the population variances of ri and X¡. The correct result will highlight that if stuff < 1 then the probability limit of the OLS estimator...
Parts e-h Suppose that (Xi,A), , (XN,Yv) denotes a random sample. Let Si = a+bX, T, = c+ dY,, where a, b, c and with the analogous expressions for Y, ST. Let σΧΥ ρΧΥ-Oxy/(ơxdY), with the analogous expressions for S, T Σ Xi, and σ. NLī Σί (Xi-X)2, -, Σ (Xi-X)(X-Y), and let d are constants. Let X = (a) Show that σ (b) Show that 37, b d ƠXY. (c) Show that ps- pxy. (d) How do the above...
Problem 1.4 (10 points) Consider a series of payments of $1,000 at the random arrival times of a Poisson process with parameter λ > O. If the (continuously compounded) interest rate is >0, then the present value at time 0 of a payment of $1,000 at time t is given by 1,000e-r Show that the expected total present value at time 0 of the series of payments made by time t>0 is given by $1,000x(1-e-')/r. Problem 1.4 (10 points) Consider...
Please ignore part abc 4. Suppose that (X1, Yİ), , (XN,Yv) denotes a random sample. Let Si = a + bX, T, e+ dy, where a, b, c and d are constants. Let X ΣΧ, and σ2-NL Σ(x,-x)2, with the analogous expressions for y S, T. Let σΧΥ-ΝΤΣ (Xi-X)(X-Y), and let P:XY ƠXY/(ƠXƠY), with the analogous expressions for S, T. (a) Show that σ bbe (b) Show that ớsı, d ớx (c) Show that psT ST (d) How do the...
a Cick Submit to complete thes assessment Question 2 ar(t) #A where the s nal z(,)s a wss random pr ocess with mean μ.-1. variance σ-9, and autocorrelation R" (r) consider y t) ocess with meanh" 1. variance and a exp(- ). Assume that a barer What is the crosscorreiation function R.0) , What is the autocorrelation function, R(t,r)? , What is the power spectral density S,(w) 7 What is the 3-dB bandwidth wy of S, () A 1/2 B....
1. This question is on probability a. Suppose that X is a normally distributed random variable, where X N (M, o). Show that E [cºX f (x)] = cºu+20oʻE [ f (x + 002)] where f is a suitable function and 0 € R is a scalar. Hint: Write X = 1 +o0; 0~ N (0,1) and calculate the resulting integral b. Consider the probability density function X>0 p(x) = { Az exp (-1.2-2) 10 x < 0 (>0) is...
Let X1,.. ,X be a random sample from an N(p,02) distribution, where both and o are unknown. You will use the following facts for this ques- tion: Fact 1: The N(u,) pdf is J(rp. σ)- exp Fact 2 If X,x, is a random sample from a distribution with pdf of the form I-8, f( 0,0) = for specified fo, then we call and 82 > 0 location-scale parameters and (6,-0)/ is a pivotal quantity for 8, where 6, and ô,...
Suppose that a loan of amount L is being repaid by n installments of R at the end of each period. Denote by B. the outstanding loan balance immediately after the tth payment has been made, t=0,1,2,...,n. Then Bo = L, Bn=0, and for t=1,2,...,n, Bi's satisfy the following recurrence relation: B+1= B.(1+i) - R, where i is the interest rate per period. (a) By using (*) to form the sum SBS 1+i)'-s, t=1,2,...,n, (**) show that B = L(1...