Generate samples for each distribution, Basic Statistics

Assignment Help:

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.


Related Discussions:- Generate samples for each distribution

#binomial probability, they gave me n=30 and p=.23 to get the answers for P...

they gave me n=30 and p=.23 to get the answers for P(20,x,23)= and P(x.23)=

Conduct all steps of the hypothesis test, The owner of Big Fish supermarket...

The owner of Big Fish supermarket was reviewing some data from a research report on the type of advertisements in the local paper that are most effective.  Three types of ads (big

Closing Stock , How to calculate closing stock in Tally while we are postin...

How to calculate closing stock in Tally while we are posting with inventory.

Time series, what is meant by time series?

what is meant by time series?

Definition of brokerage based question, Definition of brokerage is termed a...

Definition of brokerage is termed as a fee paid to a broker for services. BROKERAGE is a fee which is paid to the broker for his/her services to act as an intermediary between the

De Broglie hypothesis and Heinsberg’s uncertainty principle, According to d...

According to de Broglie hypothesis and Heinsberg’s uncertainty principle, if and electron is to exist inside the nucleus, it should posses energy ranging from 20 MeV to 200 MeV. B

Determine probability of coding state at the last nucleotide, For the zero ...

For the zero order hidden Markov model defined in homework 2 determine probability of coding state at the last nucleotide of the sequence AGTAG. Use parameters provided in the home

Capital assets, Capital assets Assets which meet the state''s capitalizati...

Capital assets Assets which meet the state''s capitalization strategy such as ground: developments to l&: easements: buildings: leasehold improvements: means of transportation: or

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd