R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs
This article describes the R package FrF2 for design and analysis of experiments with 2-level factors. The package offers both regular and non-regular fractional factorial 2-level designs, in the regular case with blocking and split plot facilities and algorithms for ensuring estimability of certain...
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| Format: | Article |
| Language: | English |
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Foundation for Open Access Statistics
2014-01-01
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| Series: | Journal of Statistical Software |
| Online Access: | http://www.jstatsoft.org/index.php/jss/article/view/2111 |
| _version_ | 1818505651941277696 |
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| author | Ulrike Grömping |
| author_facet | Ulrike Grömping |
| author_sort | Ulrike Grömping |
| collection | DOAJ |
| description | This article describes the R package FrF2 for design and analysis of experiments with 2-level factors. The package offers both regular and non-regular fractional factorial 2-level designs, in the regular case with blocking and split plot facilities and algorithms for ensuring estimability of certain two-factor interactions. Furthermore, simple analysis facilities are on offer, first and foremost plotting functions for half normal plots, main effects and interaction plots, and cube plots. Package FrF2 receives infrastructure support from package DoE.base and heavily builds on a subgraph isomorphism algorithm from package igraph for one of its estimability algorithms. |
| first_indexed | 2024-12-10T21:53:47Z |
| format | Article |
| id | doaj.art-5cddd6323043439f9e315d8b2e256afa |
| institution | Directory Open Access Journal |
| issn | 1548-7660 |
| language | English |
| last_indexed | 2024-12-10T21:53:47Z |
| publishDate | 2014-01-01 |
| publisher | Foundation for Open Access Statistics |
| record_format | Article |
| series | Journal of Statistical Software |
| spelling | doaj.art-5cddd6323043439f9e315d8b2e256afa2022-12-22T01:32:07ZengFoundation for Open Access StatisticsJournal of Statistical Software1548-76602014-01-0156115610.18637/jss.v056.i01715R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level DesignsUlrike GrömpingThis article describes the R package FrF2 for design and analysis of experiments with 2-level factors. The package offers both regular and non-regular fractional factorial 2-level designs, in the regular case with blocking and split plot facilities and algorithms for ensuring estimability of certain two-factor interactions. Furthermore, simple analysis facilities are on offer, first and foremost plotting functions for half normal plots, main effects and interaction plots, and cube plots. Package FrF2 receives infrastructure support from package DoE.base and heavily builds on a subgraph isomorphism algorithm from package igraph for one of its estimability algorithms.http://www.jstatsoft.org/index.php/jss/article/view/2111 |
| spellingShingle | Ulrike Grömping R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs Journal of Statistical Software |
| title | R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs |
| title_full | R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs |
| title_fullStr | R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs |
| title_full_unstemmed | R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs |
| title_short | R Package FrF2 for Creating and Analyzing Fractional Factorial 2-Level Designs |
| title_sort | r package frf2 for creating and analyzing fractional factorial 2 level designs |
| url | http://www.jstatsoft.org/index.php/jss/article/view/2111 |
| work_keys_str_mv | AT ulrikegromping rpackagefrf2forcreatingandanalyzingfractionalfactorial2leveldesigns |