Statistical Analysis in MATLAB

 

Histogram plot

Monte-Carlo simulation for testing hypothesis

Probability Density plot

Doing statistical analysis in MATLAB is lot easier than other computer languages. Here, we can make use of the intrinsic “plot” to visualize the statistics of the data.

Below are some programs for commonly used statistical analysis:

1. Calculating mean, standard deviation, median etc of the data and visualizing the data using the histograms. Here, we do the example for a random normal and non-normal data. : Statistics 1
2. Histogram Plotting
3. Hypothesis Testing
4. Monte-Carlo Simulations and calculating the p-value
5. Probability distribution plots of the data
6. t-test statistics

Data file for test run of some of the above programs: temp_month.mat