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pietrofranceschi authored Oct 26, 2017
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Expand Up @@ -124,7 +124,7 @@ Run ``mictools SUBCOMMAND --help`` for the documentation of each specific step.
Tutorial
--------
We analyze the "Datasaurus" synthetic dataset generated following the approach discussed at https://www.autodeskresearch.com/publications/samestats
(DOI: 10.1145/3025453.3025912). The dataset contains 26 variables linked by 13 relationships
([Matejka2017]_). The dataset contains 26 variables linked by 13 relationships
which have the same summary statistics (e.g. the Pearson's correlation),
but are very different in appearance. The dataset was modified in order to
destroy secondary associations. In this example we test the entire set of possible
Expand Down Expand Up @@ -260,3 +260,7 @@ None x_shape_x x_shape_y 4.723013e-04 -0.065583 -0.020535 0.566703
Pardis C. Sabeti and Michael Mitzenmacher. Measuring Dependence
Powerfully and Equitably. Journal of Machine Learning Research,
2016.
.. [Matejka2017] J. Matejka and G. Fitzmaurice. Same Stats, Different Graphs:
Generating Datasets with Varied Appearance and
Identical Statistics through Simulated Annealing.
ACM SIGCHI Conference on Human Factors in Computing Systems, 2017.

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