Generate samples for each distribution, Basic Statistics

Generate 1000 samples for each of the following continuous random variables:

(a). Exponential distribution with λ = 1.2 and λ = 2.1

(b). Normal distribution with μ = 3.1, σ2 =5 and μ = 1, σ2 = 2

For each class of the above distribution, plot the cumulative distribution function for each set parameters on one figure (you should have two curves on each figure and have overall two figures). In addition, you should also plot the corresponding analytical results (CDF curve based on distribution formulas) on the same figure. In this way, you can verify whether your simulated random variables match with analytical results.

In addition, calculate the mean value and variance of generated samples for each distribution (sample mean and sample variance). Compare the results with the analytical results.

Posted Date: 3/20/2013 3:04:04 AM | Location : United States







Related Discussions:- Generate samples for each distribution, Assignment Help, Ask Question on Generate samples for each distribution, Get Answer, Expert's Help, Generate samples for each distribution Discussions

Write discussion on Generate samples for each distribution
Your posts are moderated
Related Questions
Suppose that an individual has unearned income of $V and can choose how many hours she works per week at a wage of $w per hour.  Assume that she has a total of 110 hours of time to

Definition of capital market is termed as a market where shares are traded after an initial issue. Capital market is the market where corporations, companies, and government debt

What is a purchase discount? A buy lower price is a deduction that may be available to a customer if the client will pay an account within a prescribed time. For example, a supp

Standard costing In contemporary price sales, the idea of documenting traditional expenditures was taken further, by assigning the organization''s set expenditures over a given

A fox fleeing from a hunter encounters a 0.730 m tall fence and attempts to jump it. The fox jumps with an initial velocity of 7.10 m/s at an angle of 45.0°, beginning the jump 2.1

Q. Example of Selection a Sample? Ans. Suppose a presidential election is approaching and many people are interested in knowing which candidate is most likely to win the v

The heights of a large population of adult females who play basketball are normally distributed with a mean of 175cm and a standard deviation of 7.5cm. (a) what proportion of this

difference between histogram and historigram

Budgetary accounts Accounts used to go through the adopted budget into the all-purpose ledger as part of the administration control method of formal budgetary addition.

Shafts are cut to length by two machines, A and B. Each machine cuts 50 percent of all shafts in approximately the same amount of time. Machine A''s shafts are all good, but Machin