Fixed data
Description
The table below contains a list of some of the datasets that are available. However, to use other datasets, you can simply place them in your local resources/data/mydatasets along with the others. The files should be on the csv format specified in :ref:`data_formats`.
| Filename | p | n | Type | Graph |
| :ref:`2005_sachs/` | 11 | cont | sachs.csv | |
| :ref:`2005_sachs_1_cd3cd28_log.csv` | 11 | 992 | cont | sachs.csv |
| :ref:`2005_sachs_2_cd3cd28icam2_log.csv` | 11 | 992 | cont | sachs.csv |
| :ref:`2005_sachs_2_cd3cd28icam2_log_std.csv` | 11 | 992 | cont | sachs.csv |
| :ref:`2013_green_thomas_p50_n1000.csv` | 50 | 1000 | cont | greenthomas2013_ar2.csv |
| :ref:`2019_olsson_pavlenko_rios_p15_n1000.csv` | 15 | 1000 | bin | jonesp15.csv |
| :ref:`czech_autoworkers.csv` | 6 | 1841 | bin | unknown |
| :ref:`gmint.csv` | 8 | 5000 | cont, interv | gmint.csv |
2005_sachs/
File: 2005_sachs/
Directory with all the datasets from :footcite:t:`doi:10.1126/science.1105809`
2005_sachs_1_cd3cd28_log.csv
File: 2005_sachs_1_cd3cd28_log.csv
The logged version of the 1st dataset from :footcite:t:`doi:10.1126/science.1105809`.
2005_sachs_2_cd3cd28icam2_log.csv
File: 2005_sachs_2_cd3cd28icam2_log.csv
The logged version of the 2nd dataset from :footcite:t:`doi:10.1126/science.1105809`.
2005_sachs_2_cd3cd28icam2_log_std.csv
File: 2005_sachs_2_cd3cd28icam2_log_std.csv
The logged and standardized version of the 2nd dataset from :footcite:t:`doi:10.1126/science.1105809`.
2013_green_thomas_p50_n1000.csv
File: 2013_green_thomas_p50_n1000.csv
Synthetic decomposable Gaussian graphical AR-2 (intra-class) model dataset from section 4.3 in :footcite:t:`Green01032013`.
2019_olsson_pavlenko_rios_p15_n1000.csv
File: 2019_olsson_pavlenko_rios_p15_n1000.csv
The binary decomposable dataset from section 6.2 in :footcite:t:`10.1214/19-EJS1585`.
czech_autoworkers.csv
File: czech_autoworkers.csv
Czech autoworkers dataset from :footcite:t:`edwards1985fast`.
gmint.csv
File: gmint.csv
Synthetic interventional dataset gmInt from the pcalg package :footcite:t:`kalisch2012causal` (see the documentation of pcalg).
References
.. footbibliography::
.. footbibliography::