Soumya is a newly employed statistician working for a car insurance company. He is analysing data which records the numb
Posted: Sun Sep 05, 2021 5:07 pm
Soumya is a newly employed statistician working for a car insurance company. He is analysing data which records the number of cars registered to clients in the Cotswolds. Soumya summaries the company's data to create a table of probabilities, given below, for the random variable X which is the number of cars registered to each client. T 1 2 3 4 p(x) 0.25 0.54 0.19 0.12 (a) Show that Soumya made a mistake when extracting the probabilities from the data, by showing that the table does not satisfy the conditions for a valid p.m.f. Make sure you investigate all the requirements for a valid p.m.f. and report on each of these.
(b) When Soumya looked at the data again he realised that the probability he calculated for any client to register 3 cars was incorrect. Assuming that all the probabilities, except p(3) in the table above are correct, calculate the correct probability for p(3) and produce a correct version of the table showing the p.m.f.
(c) Using your answer to part (b), show that the mean of X is 2.08.
(d) Using your answer to part (b) calculate the variance of X, correct to two decimal places.
(b) When Soumya looked at the data again he realised that the probability he calculated for any client to register 3 cars was incorrect. Assuming that all the probabilities, except p(3) in the table above are correct, calculate the correct probability for p(3) and produce a correct version of the table showing the p.m.f.
(c) Using your answer to part (b), show that the mean of X is 2.08.
(d) Using your answer to part (b) calculate the variance of X, correct to two decimal places.