Beyond Replications

Brief the analysis plan and the extended analysis.

Our original plan used mixed-effect model (Baayen, Davidson, and Bates 2008 ; Bates et al. 2015) evaluate the orientation effects and the interaction with languages. Because about 1/3 teams collected data on line, our final analysis plan additionally processed the shift of orientation effects along with the experimental circumstances (in site vs. on line). In this site we reproduced the data analysis based on the partial data. In the sub-pages under this title, we collect the reproducible plans for the researchers who have the interest and resource to conduct the study. A plan managed some extended hypotheses and the simulation-based power analysis. We appreciated mixedpower being the tool to design the study (Kumle, Võ, and Draschkow 2021). We welcome researchers provide your comments and ideas in the site posts.

Baayen, R. Harald, D. J. Davidson, and D. M. Bates. 2008. “Mixed-Effects Modeling with Crossed Random Effects for Subjects and Items.” Journal of Memory and Language 59 (4): 390–412. https://doi.org/10.1016/j.jml.2007.12.005.
Bates, Douglas, Reinhold Kliegl, Shravan Vasishth, and Harald Baayen. 2015. “Parsimonious Mixed Models.” 2015. http://arxiv.org/abs/1506.04967.
Kumle, Leah, Melissa L.-H. Võ, and Dejan Draschkow. 2021. “Estimating Power in (Generalized) Linear Mixed Models: An Open Introduction and Tutorial in R.” Behavior Research Methods, May. https://doi.org/10.3758/s13428-021-01546-0.

References

Corrections

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Reuse

Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/SCgeeker/PSA002_report, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".