3. Examples¶

3.1. This course’s code examples¶

Code examples for the Python statistics course at the cogmaster.

../_images/plot_basic_statistics.png

Basic plotting example

../_images/plot_pandas.png

Plotting quantities from a CSV file

../_images/plot_iris_analysis.png

Analysis of Iris petal and sepal sizes

../_images/plot_regression.png

Simple Regression

../_images/plot_regression_3d.png

Multiple Regression

../_images/plot_auditory_analysis.png

GLM fitting in fMRI

../_images/plot_localizer_analysis.png

GLM fitting in fMRI

../_images/plot_permutation.png

Cluster-size permutation in fMRI

3.2. Matplotlib demo examples¶

Please refer to http://scipy-lectures.github.io/intro/matplotlib/matplotlibmatplotlib.html for a tutorial on using matplotlib.

Examples here are adapted from examples written by Nicolas Rougier for the scipy-lectures.

../_images/plot_plot.png

Regular plots

../_images/plot_multiplot.png

Multiple plots with ‘subplot’

../_images/plot_bar.png

Bar plot demo

../_images/plot_imshow.png

../_images/plot_scatter.png

Scatter plots

../_images/plot_contour.png

Contour plot demo

../_images/plot_pie.png

../_images/plot_text.png

3.3. Solutions to the exercises of the course¶

../_images/plot_brain_size.png

Relating Gender and IQ

../_images/plot_time_series.png

Time series of conditions and scans