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Presenting Linear Regression Analysis Results

Authors: Lacey, Seán;

Presenting Linear Regression Analysis Results

Abstract

{"references": ["Dragulescu, A. and Arendt, C. (2020). xlsx: https://cran.r-project.org/web/packages/xlsx/xlsx.pdf.", "Faraway, J. (2016). faraway: https://cran.r-project.org/web/packages/faraway/index.html.", "Fletcher, T.D. (2022). QuantPsyc: https://cran.r-project.org/web/packages/QuantPsyc/index.html.", "RStudio Team. (2015). RStudio: Integrated Development Environment for R, Boston, MA. Available at: http://www.rstudio.com/.", "Turner, S. (2011). 'Getting Things Done in Genetics & Bioinformatics Research.' Available at: https://gettinggeneticsdone.blogspot.com/2011/01/rstats-function-for-extracting-f-test-p.html (Accessed: 24 October 2020).", "Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. ISBN 978-3-319-24277-4, https://ggplot2.tidyverse.org.", "Wickham, H. and Girlich, M. (2022). tidyr: Tidy Messy Data. https://tidyr.tidyverse.org, https://github.com/tidyverse/tidyr."]}

RStudio script to complement the YouTube videos - https://youtu.be/c8fWeX6NLcA, https://youtu.be/Urb7qtPtC-0 and https://youtu.be/oH5vGySMbWM - on sample presentation styles to output from simple linear regression analysis, multiple linear regression analysis and a linear model selection process.

Keywords

RStudio, Simple linear regression, Multiple linear regression, Linear model selection

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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