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Conference Paper: Constraints and effectiveness of multilevel models with cross-level interactions
Title | Constraints and effectiveness of multilevel models with cross-level interactions |
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Authors | |
Issue Date | 2014 |
Publisher | Society for Industrial and Organizational Psychology. The Conference program's website is located at http://www.siop.org/Conferences/14con/program/printable.aspx |
Citation | The 29th Annual Conference of the Society for Industrial and Organizational Psychology (SIOP 2014), Honolulu, HI., 15-17 May 2014. How to Cite? |
Abstract | This Monte Carlo simulation study evaluated constraints (e.g., sample size, nonindependence, measurement error) that may affect the effectiveness (e.g., estimation bias, power, Type-I error) of multilevel models with cross-level interactions. Results suggest effectiveness of multilevel models is largely affected by the proposed data and design constraints. |
Description | 271. (Saturday) Poster Session - Research Methods/Measurement/Statistical Techniques: no. 271-32 |
Persistent Identifier | http://hdl.handle.net/10722/201486 |
DC Field | Value | Language |
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dc.contributor.author | Zhang, Y | - |
dc.contributor.author | Leite, W | - |
dc.date.accessioned | 2014-08-21T07:28:42Z | - |
dc.date.available | 2014-08-21T07:28:42Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | The 29th Annual Conference of the Society for Industrial and Organizational Psychology (SIOP 2014), Honolulu, HI., 15-17 May 2014. | - |
dc.identifier.uri | http://hdl.handle.net/10722/201486 | - |
dc.description | 271. (Saturday) Poster Session - Research Methods/Measurement/Statistical Techniques: no. 271-32 | - |
dc.description.abstract | This Monte Carlo simulation study evaluated constraints (e.g., sample size, nonindependence, measurement error) that may affect the effectiveness (e.g., estimation bias, power, Type-I error) of multilevel models with cross-level interactions. Results suggest effectiveness of multilevel models is largely affected by the proposed data and design constraints. | - |
dc.language | eng | - |
dc.publisher | Society for Industrial and Organizational Psychology. The Conference program's website is located at http://www.siop.org/Conferences/14con/program/printable.aspx | - |
dc.relation.ispartof | Society for Industrial and Organizational Psychology Conference, SIOP 2014 | - |
dc.title | Constraints and effectiveness of multilevel models with cross-level interactions | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Zhang, Y: yiwzhang@hku.hk | - |
dc.identifier.authority | Zhang, Y=rp01775 | - |
dc.identifier.hkuros | 232574 | - |
dc.publisher.place | United States | - |