The use of mixed models in a modified Iowa Gambling Task and a prisoner’s dilemma game
| dc.contributor.author | Stockard, Jean | |
| dc.contributor.author | Peters, Ellen | |
| dc.contributor.author | O'Brien, Robert | |
| dc.date.accessioned | 2017-01-26T18:44:41Z | |
| dc.date.available | 2017-01-26T18:44:41Z | |
| dc.date.issued | 2007-02 | |
| dc.description | 14 pages | en_US |
| dc.description.abstract | Researchers in the decision making tradition usually analyze multiple decisions within experiments by aggregating choices across individuals and using the individual subject as the unit of analysis. This approach can mask important variations and patterns within the data. Specifically, it ignores variations in decisions across a task or game and possible influences of characteristics of the subject or the experiment on these variations. We demonstrate, by reanalyzing data from two previously published articles, how a mixed model analysis addresses these limitations. Our results, with a modified Iowa gambling task and a prisoner’s dilemma game, illustrate the ways in which such an analysis can test hypotheses not possible with other techniques, is more parsimonious, and is more likely to be faithful to theoretical models. | en_US |
| dc.identifier.citation | Stockard, J., O'Brien, R. M., & Peters, E. (2007). The use of mixed models in a modified Iowa Gambling Task and a prisoner's dilemma game. Judgment and Decision Making, 2, 9-22 Retrieved from http://journal.sjdm.org/vol2.1.htm | en_US |
| dc.identifier.uri | https://hdl.handle.net/1794/22077 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | Society for Judgment and Decision Making, | en_US |
| dc.rights | Creative Commons BY-NC-ND 4.0-US | en_US |
| dc.subject | Decision making | en_US |
| dc.subject | Within-subject and between-subject designs | en_US |
| dc.subject | Mixed models | en_US |
| dc.subject | Individual differences | en_US |
| dc.subject | Statistics | en_US |
| dc.subject | Repeated measures | en_US |
| dc.subject | Mixed models | en_US |
| dc.subject | Iowa Gambling Task | en_US |
| dc.subject | Prisoner's dilemma | en_US |
| dc.title | The use of mixed models in a modified Iowa Gambling Task and a prisoner’s dilemma game | en_US |
| dc.type | Article | en_US |