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

Define payroll withholdings, Define Payroll Withholdings The U. S. earn...

Define Payroll Withholdings The U. S. earnings tax system-as well as most condition earnings tax systems-requires business employers to hold paycheck taxation from their staff'

#measures of central tendency, #what is the importance of measures of centr...

#what is the importance of measures of central tendency to Human resource management

Depreciation, X purchased a machinery on instalment system for rs.27300 to ...

X purchased a machinery on instalment system for rs.27300 to be paid as follows. on delivery rs.8000, at the end of first year rs.7600, at the end of second years.6000, at the end

Probability, s. All human blood can be "ABO-typed" as one of O, A, B, or AB...

s. All human blood can be "ABO-typed" as one of O, A, B, or AB, but the distribution of the types varies a bit among groups of people. Here is the distribution of blood types for a

Regresion analysis, If the regression line is drawn as Y = C + 1075x, when ...

If the regression line is drawn as Y = C + 1075x, when X was 2 and y was 239, given that the intercept was 11. Calculate the residual

Probability, A bag contain 5 white , 7 red and 8 black balls. If four balls...

A bag contain 5 white , 7 red and 8 black balls. If four balls are drawn one by one without replacement, find the probability of getting all white balls.

Cyclical variation, what is the basic difference between seasonal variation...

what is the basic difference between seasonal variation and cyclical variation

Calculate the mean value and variance, 1. Generate 1000 samples for each of...

1. Generate 1000 samples for each of the following discrete random variables: (a). Binomial distribution with n=40, p=0.7, and distr. with n=50, p=0.5 (b). Geometric distribu

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