STORRE
STORRE: Stirling Online Research Repository
http://hdl.handle.net/1893/23123| Appears in Collections: | Management, Work and Organisation Journal Articles |
| Peer Review Status: | Refereed |
| Title: | Model comparison in ANOVA |
| Author(s): | Rouder, Jeffrey Engelhardt, Christopher McCabe, Simon Morey, Richard |
| Contact Email: | simon.mccabe@stir.ac.uk |
| Keywords: | ANOVA Statistical models Interactions Model comparison Order-restricted inference |
| Issue Date: | Dec-2016 |
| Date Deposited: | 2-May-2016 |
| Citation: | Rouder J, Engelhardt C, McCabe S & Morey R (2016) Model comparison in ANOVA. Psychonomic Bulletin and Review, 23 (6), pp. 1779-1786. https://doi.org/10.3758/s13423-016-1026-5 |
| Abstract: | Analysis of variance (ANOVA), the workhorse analysis of experimental designs, consists of F-tests of main effects and interactions. Yet, testing, including traditional ANOVA, has been recently critiqued on a number of theoretical and practical grounds. In light of these critiques, model comparison and model selection serve as an attractive alternative. Model comparison differs from testing in that one can support a null or nested model vis-a-vis a more general alternative by penalizing more flexible models. We argue this ability to support more simple models allows for more nuanced theoretical conclusions than provided by traditional ANOVA F-tests. We provide a model comparison strategy and show how ANOVA models may be reparameterized to better address substantive questions in data analysis. |
| DOI Link: | 10.3758/s13423-016-1026-5 |
| Rights: | The publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study. |
| Licence URL(s): | http://www.rioxx.net/licenses/under-embargo-all-rights-reserved |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Rouder_etal_ANOVA_2016.pdf | Fulltext - Published Version | 375.92 kB | Adobe PDF | Under Embargo until 2999-12-12 Request a copy |
Note: If any of the files in this item are currently embargoed, you can request a copy directly from the author by clicking the padlock icon above. However, this facility is dependent on the depositor still being contactable at their original email address.
This item is protected by original copyright |
Items in the Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
The metadata of the records in the Repository are available under the CC0 public domain dedication: No Rights Reserved https://creativecommons.org/publicdomain/zero/1.0/
If you believe that any material held in STORRE infringes copyright, please contact library@stir.ac.uk providing details and we will remove the Work from public display in STORRE and investigate your claim.