Mixed-effects modeling with crossed random effects for subjects and items. Baayen, R H.; Davidson, D. J; and Bates, D. M Journal of Memory and Language, 59(4):390-412.
Mixed-effects modeling with crossed random effects for subjects and items [pdf]Paper  doi  abstract   bibtex   
This paper provides an introduction to mixed-effects models for the analysis of repeated measurement data with subjects and items as crossed random effects. A worked-out example of how to use recent software for mixed-effects modeling is provided. Simulation studies illustrate the advantages offered by mixed-effects analyses compared to traditional analyses based on quasi-F tests, by-subjects analyses, combined by-subjects and by-items analyses, and random regression. Applications and possibilities across a range of domains of inquiry are discussed. ?? 2007 Elsevier Inc. All rights reserved.
@article{baayen_mixed-effects_2008,
	Author = {Baayen, R Harald and Davidson, Doug J and Bates, Douglas M},
	Date = {2008},
	Date-Modified = {2017-04-19 08:04:05 +0000},
	Doi = {10.1016/j.jml.2007.12.005},
	File = {Attachment:files/641/Baayen, Davidson, Bates - 2008 - Mixed-effects modeling with crossed random effects for subjects and items.pdf:application/pdf},
	Issn = {0749596X},
	Journal = {Journal of Memory and Language},
	Keywords = {research methods, statistics},
	Number = {4},
	Pages = {390-412},
	Title = {Mixed-effects modeling with crossed random effects for subjects and items},
	Url = {http://www.sfs.uni-tuebingen.de/~hbaayen/publications/baayenDavidsonBates.pdf},
	Volume = {59},
	Abstract = {This paper provides an introduction to mixed-effects models for the analysis of repeated measurement data with subjects and items as crossed random effects. A worked-out example of how to use recent software for mixed-effects modeling is provided. Simulation studies illustrate the advantages offered by mixed-effects analyses compared to traditional analyses based on quasi-F tests, by-subjects analyses, combined by-subjects and by-items analyses, and random regression. Applications and possibilities across a range of domains of inquiry are discussed. ?? 2007 Elsevier Inc. All rights reserved.},
	Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGJCVYJHZlcnNpb25YJG9iamVjdHNZJGFyY2hpdmVyVCR0b3ASAAGGoKgHCBMUFRYaIVUkbnVsbNMJCgsMDxJXTlMua2V5c1pOUy5vYmplY3RzViRjbGFzc6INDoACgAOiEBGABIAFgAdccmVsYXRpdmVQYXRoWWFsaWFzRGF0YV8QUi4uLy4uLy4uL0JpYmxpb2dyYWZpYS9QYXBlcnMvQmFheWVuL01peGVkLWVmZmVjdHMgbW9kZWxpbmcgd2l0aCBjcm9zc2VkIHJhbmRvbS5wZGbSFwsYGVdOUy5kYXRhTxECLgAAAAACLgACAAAMTWFjaW50b3NoIEhEAAAAAAAAAAAAAAAAAAAAy/YfzkgrAAAQhma1H01peGVkLWVmZmVjdHMgbW9kZSMxMDg2NjZCNy5wZGYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABCGZrfUCdLzAAAAAAAAAAAAAwAEAAAJIAAAAAAAAAAAAAAAAAAAAAZCYWF5ZW4AEAAIAADL9gOuAAAAEQAIAADUCbbTAAAAAQAUEIZmtRCGZY4ABfxHAAX7mAAAwEYAAgBkTWFjaW50b3NoIEhEOlVzZXJzOgBqb2FxdWltX2xsaXN0ZXJyaToAQmlibGlvZ3JhZmlhOgBQYXBlcnM6AEJhYXllbjoATWl4ZWQtZWZmZWN0cyBtb2RlIzEwODY2NkI3LnBkZgAOAF4ALgBNAGkAeABlAGQALQBlAGYAZgBlAGMAdABzACAAbQBvAGQAZQBsAGkAbgBnACAAdwBpAHQAaAAgAGMAcgBvAHMAcwBlAGQAIAByAGEAbgBkAG8AbQAuAHAAZABmAA8AGgAMAE0AYQBjAGkAbgB0AG8AcwBoACAASABEABIAYVVzZXJzL2pvYXF1aW1fbGxpc3RlcnJpL0JpYmxpb2dyYWZpYS9QYXBlcnMvQmFheWVuL01peGVkLWVmZmVjdHMgbW9kZWxpbmcgd2l0aCBjcm9zc2VkIHJhbmRvbS5wZGYAABMAAS8AABUAAgAY//8AAIAG0hscHR5aJGNsYXNzbmFtZVgkY2xhc3Nlc11OU011dGFibGVEYXRhox0fIFZOU0RhdGFYTlNPYmplY3TSGxwiI1xOU0RpY3Rpb25hcnmiIiBfEA9OU0tleWVkQXJjaGl2ZXLRJidUcm9vdIABAAgAEQAaACMALQAyADcAQABGAE0AVQBgAGcAagBsAG4AcQBzAHUAdwCEAI4A4wDoAPADIgMkAykDNAM9A0sDTwNWA18DZANxA3QDhgOJA44AAAAAAAACAQAAAAAAAAAoAAAAAAAAAAAAAAAAAAADkA==},
	Bdsk-Url-1 = {http://dx.doi.org/10.1016/j.jml.2007.12.005},
	Bdsk-Url-2 = {http://www.sfs.uni-tuebingen.de/~hbaayen/publications/baayenDavidsonBates.pdf}}
Downloads: 0