This project was done as a part of B.Tech 3rd Year Course on Probability and Random Processes where I was tried to verify the following approximations and plot the Probability Distribution Functions/ Probability Mass Functions of different Probability Distributions for comparisons.
- Binomial Distribution tending to Normal Distribution
- Binomial Distribution tending to Poisson Distribution
- Poisson Distribution tending to Normal Distribution
- Hypergeometric Distribution tending to Binomial Distribution
This project was done using MATLAB 2020a.
Contents of Repository: -
- binomial_and_normal.m - MATLAB code for verifying the approximations where Binomial Distribution tends to Normal Distribution
- binomial_and_poisson.m - MATLAB code for verifying the approximations where Binomial Distribution tends to Poisson Distribution
- poisson_and_normal.m - MATLAB code for verifying the approximations where Poisson Distribution tends to Normal Distribution
- hypergeometric_and_binomial.m - MATLAB code for verifying the approximations where Hypergeometric Distribution tends to Binomial Distribution
- binomial_vs_normal.pdf - PDF file containing the code and plots for verifying the case
- binomial_vs_poisson.pdf - PDF file containing the code and plots for verifying the case
- poisson_vs_normal.pdf - PDF file containing the code and plots for verifying the case
- hypergeometric_vs_binomial.pdf - PDF file containing the code and plots for verifying the case
- Report.pdf - Complete report of the project with theory and results.