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2 results on '"Derks, Koen"'

1. Network models to organize a dispersed literature: The case of misunderstanding analysis of covariance

Author

Derks, Koen, Wagenmakers, Eric-Jan, and Burger, Julian

Subjects
ANCOVA, Literature review, Data augmentation, Networks, Combining ranks
Abstract

We outline a network method to synthesize a literature from search results obtained by multiple team members. Several network statistics are used to create a single representativeness ranking. We illustrate the method with the dispersed literature on a common misinterpretation of analysis of covariance (ANCOVA). The network method yields a top ten list of most relevant articles that students and researchers can take as a point of departure for a more detailed study on this topic.

Published
2022
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2. Network Models to Organize a Dispersed Literature: The Case of Misunderstanding Analysis of Covariance.

Author

Derks, Koen, Burger, Julian, van Doorn, Johnny, Kossakowski, Jolanda J., Matzke, Dora, Atticciati, Ludovica, Beitner, Julia, Benzesin, Viket, de Bruijn, Anne L., Cohen, Tara R. H., Cordesius, Elisa P. A., van Dekken, Marit, Delvendahl, Nora, Dobbelaar, Simone, Groenendijk, Eva R., Hermans, Merel E., Hiekkaranta, Anu P., Hoekstra, Ria H. A., Hoffmann, Agnes M., and Hogenboom, Sally A. M.

Subjects
*ANALYSIS of covariance, *CASE studies
Abstract

We outline a network method to synthesize a literature overview from search results obtained by multiple team members. Several network statistics are used to create a single representativeness ranking. We illustrate the method with the dispersed literature on a common misinterpretation of analysis of covariance (ANCOVA). The network method yields a top ten list of the most relevant articles that students and researchers can take as a point of departure for a more detailed study on this topic. The proposed methodology is implemented in Shiny, an open-source R package. [ABSTRACT FROM AUTHOR]

Published
2018
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