Definitive Screening Design
Project description
Definitive Screening design
References
-
Jones, Bradley, and Christopher J. Nachtsheim. “A Class of Three-Level Designs for Definitive Screening in the Presence of Second-Order Effects.” Journal of Quality Technology 43, no. 1 (January 2011): 1–15. https://doi.org/10.1080/00224065.2011.11917841.
-
Jones, Bradley, and Christopher J. Nachtsheim. "Definitive screening designs with added two-level categorical factors." Journal of Quality Technology 45.2 (2013): 121-129. https://doi.org/10.1080/00224065.2013.11917921
Installation
pip install definitive_screening_design
Example
import definitive_screening_design
definitive_screening_design.create(4)
X01 | X02 | X03 | X04 | |
---|---|---|---|---|
0 | 0 | 0 | 0 | 0 |
1 | 0 | 1 | -1 | -1 |
2 | 0 | -1 | 1 | 1 |
3 | -1 | 0 | -1 | 1 |
4 | 1 | 0 | 1 | -1 |
5 | -1 | -1 | 0 | -1 |
6 | 1 | 1 | 0 | 1 |
7 | -1 | 1 | 1 | 0 |
8 | 1 | -1 | -1 | 0 |
or
definitive_screening_design.create(['Factor1', 'Factor-2', 'Factor-3', 'Factor-4'])
Factor1 | Factor-2 | Factor-3 | Factor-4 | |
---|---|---|---|---|
0 | 0 | 0 | 0 | 0 |
1 | 0 | 1 | -1 | -1 |
2 | 0 | -1 | 1 | 1 |
3 | -1 | 0 | -1 | 1 |
4 | 1 | 0 | 1 | -1 |
5 | -1 | -1 | 0 | -1 |
6 | 1 | 1 | 0 | 1 |
7 | -1 | 1 | 1 | 0 |
8 | 1 | -1 | -1 | 0 |
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Close
Hashes for definitive_screening_design-0.2.0.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b61b6733ad1ab7781f059ca578a1dc64b6236d1f5038a092ab489a59f7261f4 |
|
MD5 | f46e5202b3d4dd169452ca13649b6c7f |
|
BLAKE2b-256 | 0ac6f022cbf76e1f659b6fe4cc450b1cf689453df3c4d71e82a12f8b34f2f4d6 |