Probability Density

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:**

- 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
- Histogram Plotting
- Hypothesis Testing
- Monte-Carlo Simulations and calculating the p-value
- Probability distribution plots of the data
- t-test statistics

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

—Utpal Kumar (IES, Academia Sinica)

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