1. The numbers of claims which have arisen in the last twelve years on 60 motor car policies (continuously in force over this period) are shown (sorted) below 0 0000 00 000 0 0 1 1111112222 2 2222 22 3 33 3333 3 3 3 444 4 4555 5 6 6 6 7 1111 (a) Draw a barplot of the number of claims. (b) Calculate the median, mode and mean of the data. (c) Calculate the interquartile range and the standard deviation of the data.

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1. The numbers of claims which have arisen in the last twelve years on 60 motor car
policies (continuously in force over this period) are shown (sorted) below
0 0 00 0 0 0 0 0 0 0 0 1 1 1 11 1 11
111111 22 2 2 2 2 2 2 2 22 3 3 3
33 3 3 3 3 3 44 44 4555 5 6 6 6 7
(a) Draw a barplot of the number of claims.
(b) Calculate the median, mode and mean of the data.
(c) Calculate the interquartile range and the standard deviation of the
data.
2. Let X1, X2, ,X, be a random sample of size n from an Exp(1/0) distribution (i.e
with mean 0 and variance 62).
(a) Derive an expression for E(X) and Var(X) in terms of 0 where X is the mean of
the random sample.
[3]
(b) Express MSE(X) in terms of Var(X) and Bias (X) and hence find an expression
for MSE(X) in terms of 0.
(c) Consider the family of estimators for 0 of the form Y aX.
Find MSE(aX) and determine the value of a' such that Y = a'X is the most
efficient estimator of the form Y = aX.
3. Let X1, X2, ,X, be a random sample from the probability distribution
0;0<x<1
f(z,0) =
otherwise
where the parameter 0 > 0.
(a) Find E [X] for this distribution
(b) Use the method of moments (MME) to find an estimator for 0
(c) Find the maximum likelihood estimator (MLE)for 0.
(d) Calculate the estimate using the MME and MLE estimators when
= 0.10, r = 0.22, r3 0.54, = 0.36
Transcribed Image Text:1. The numbers of claims which have arisen in the last twelve years on 60 motor car policies (continuously in force over this period) are shown (sorted) below 0 0 00 0 0 0 0 0 0 0 0 1 1 1 11 1 11 111111 22 2 2 2 2 2 2 2 22 3 3 3 33 3 3 3 3 3 44 44 4555 5 6 6 6 7 (a) Draw a barplot of the number of claims. (b) Calculate the median, mode and mean of the data. (c) Calculate the interquartile range and the standard deviation of the data. 2. Let X1, X2, ,X, be a random sample of size n from an Exp(1/0) distribution (i.e with mean 0 and variance 62). (a) Derive an expression for E(X) and Var(X) in terms of 0 where X is the mean of the random sample. [3] (b) Express MSE(X) in terms of Var(X) and Bias (X) and hence find an expression for MSE(X) in terms of 0. (c) Consider the family of estimators for 0 of the form Y aX. Find MSE(aX) and determine the value of a' such that Y = a'X is the most efficient estimator of the form Y = aX. 3. Let X1, X2, ,X, be a random sample from the probability distribution 0;0<x<1 f(z,0) = otherwise where the parameter 0 > 0. (a) Find E [X] for this distribution (b) Use the method of moments (MME) to find an estimator for 0 (c) Find the maximum likelihood estimator (MLE)for 0. (d) Calculate the estimate using the MME and MLE estimators when = 0.10, r = 0.22, r3 0.54, = 0.36
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