Interactive statistics tutorial, in Python and Matlab

The Python and Matlab scripts can downloaded from here:
http://raizadalab.org/intro-stats.html

Interactive tutorial files, designed to illustrate basic concepts.
Running the code opens up an interactive figure window.
When you click on a figure to add new points,
the statistical tests shown in the figure change accordingly.

The code has lots of comments in it, which attempt to explain the
concepts as explicitly as possible. No prior knowledge of Python or
statistics is assumed. The Python programs require the SciPy and
Matplotlib modules. The Matlab programs require the Stats Toolbox.

The tutorials are:
- interactive_mean_std_normal_distribution.py
- interactive_one_sample_t_test.py
- interactive_two_sample_t_test.py
- interactive_correlation_plot.py

The same webpage also contains Matlab versions of the scripts.
Please feel more than free to use any of the code for teaching,
if you find it useful. If you do use it for teaching, I'd love to hear from you!

Category:

Education

Tags:

• Python
• Matlab
• statistics
• t-test
• normal
• mean
• standard
• deviation
• variance
• interactive
• tutorial
• demonstration
• code