Probability, Statistics and Linear Programming Lab

List of Practicals

Implementation to be done in MATLAB or in equivalent software.

1. Installation of Scilab and demonstration of simple programming concepts like marix multiplication (scalar and vector), loop, conditional statements and plotting.
2. Program for demonstration of theoretical probability limits.
3. Program to plot normal distributions and exponential distributions for various parametric values.
4. Fitting of binomial distributions for given n and p.
5. Fitting of binomial distributions after computing mean and variance.
6. Fitting of Poisson distributions for given value of lambda.
7. Fitting of Poisson distributions after computing mean.
8. Fitting of normal distribution when parameters are given.
9. Fitting of linear regression line through given data set and testing of goodness of fit using mean error.
10. Fitting of Multiple Linear Regression (MLR) curve through given data set and testing of goodness of fit using mean error.
11. Solve a LPP of three variable using Simplex Method.
12. Solve a Transportation problem of three variables.
13. Solve an Assignment problem of three variables.