Tutorial: Linear Regression in R (Frequentist)
This tutorial provides the reader with a basic tutorial on how to perform a regression analysis in R. Throughout this tutorial, the reader will be guided through importing datafiles, exploring summary statistics and regression analyses. Here, we will exclusively focus on frequentist statistics. : Si...
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ftdatacite:10.5281/zenodo.5274935 2023-05-15T16:30:25+02:00 Tutorial: Linear Regression in R (Frequentist) Smeets, Laurent van de Schoot, Rens 2019 https://dx.doi.org/10.5281/zenodo.5274935 https://zenodo.org/record/5274935 en eng Zenodo https://zenodo.org/communities/stats_training https://dx.doi.org/10.5281/zenodo.3962123 https://dx.doi.org/10.5281/zenodo.5274936 https://zenodo.org/communities/stats_training Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess CC-BY R tutorial methodology statistics psychology behavioral science biomedical science social science data analysis CreativeWork article InteractiveResource 2019 ftdatacite https://doi.org/10.5281/zenodo.5274935 https://doi.org/10.5281/zenodo.3962123 https://doi.org/10.5281/zenodo.5274936 2021-11-05T12:55:41Z This tutorial provides the reader with a basic tutorial on how to perform a regression analysis in R. Throughout this tutorial, the reader will be guided through importing datafiles, exploring summary statistics and regression analyses. Here, we will exclusively focus on frequentist statistics. : Since we continuously improve the tutorials, let us know via Github (https://github.com/Rensvandeschoot/Tutorials) if you discover mistakes, or if you have additional resources we can refer to. : {"references": ["Benjamin, D. J., Berger, J., Johannesson, M., Nosek, B. A., Wagenmakers, E.,\u2026 Johnson, V. (2017, July 22). Redefine statistical significance. Retrieved from psyarxiv.com/mky9j", "Greenland, S., Senn, S. J., Rothman, K. J., Carlin, J. B., Poole, C., Goodman, S. N. Altman, D. G. (2016). Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations. European Journal of Epidemiology 31 (4). https://doi.org/10.1007/s10654-016-0149-3", "van de Schoot R, Yerkes MA, Mouw JM, Sonneveld H (2013) What Took Them So Long? Explaining PhD Delays among Doctoral Candidates. PLoS ONE 8(7): e68839. https://doi.org/10.1371/journal.pone.0068839", "Trafimow D, Amrhein V, Areshenkoff CN, Barrera-Causil C, Beh EJ, Bilgi? Y, Bono R, Bradley MT, Briggs WM, Cepeda-Freyre HA, Chaigneau SE, Ciocca DR, Carlos Correa J, Cousineau D, de Boer MR, Dhar SS, Dolgov I, G?mez-Benito J, Grendar M, Grice J, Guerrero-Gimenez ME, Guti?rrez A, Huedo-Medina TB, Jaffe K, Janyan A, Karimnezhad A, Korner-Nievergelt F, Kosugi K, Lachmair M, Ledesma R, Limongi R, Liuzza MT, Lombardo R, Marks M, Meinlschmidt G, Nalborczyk L, Nguyen HT, Ospina R, Perezgonzalez JD, Pfister R, Rahona JJ, Rodr?guez-Medina DA, Rom?o X, Ruiz-Fern?ndez S, Suarez I, Tegethoff M, Tejo M, ** van de Schoot R** , Vankov I, Velasco-Forero S, Wang T, Yamada Y, Zoppino FC, Marmolejo-Ramos F. (2017) Manipulating the alpha level cannot cure significance testing \u2013 comments on \"Redefine statistical significance\"_ _PeerJ reprints 5:e3411v1 https://doi.org/10.7287/peerj.preprints.3411v1"]} Article in Journal/Newspaper Greenland DataCite Metadata Store (German National Library of Science and Technology) Greenland Medina ENVELOPE(-66.233,-66.233,-68.453,-68.453) Briggs ENVELOPE(-63.017,-63.017,-64.517,-64.517) Ramos ENVELOPE(-59.700,-59.700,-62.500,-62.500) Correa ENVELOPE(-61.500,-61.500,-64.400,-64.400) Goodman ENVELOPE(-72.232,-72.232,-75.240,-75.240) Suarez ENVELOPE(-145.700,-145.700,-86.450,-86.450) Chaigneau ENVELOPE(-63.700,-63.700,-66.317,-66.317) |
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R tutorial methodology statistics psychology behavioral science biomedical science social science data analysis |
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R tutorial methodology statistics psychology behavioral science biomedical science social science data analysis Smeets, Laurent van de Schoot, Rens Tutorial: Linear Regression in R (Frequentist) |
topic_facet |
R tutorial methodology statistics psychology behavioral science biomedical science social science data analysis |
description |
This tutorial provides the reader with a basic tutorial on how to perform a regression analysis in R. Throughout this tutorial, the reader will be guided through importing datafiles, exploring summary statistics and regression analyses. Here, we will exclusively focus on frequentist statistics. : Since we continuously improve the tutorials, let us know via Github (https://github.com/Rensvandeschoot/Tutorials) if you discover mistakes, or if you have additional resources we can refer to. : {"references": ["Benjamin, D. J., Berger, J., Johannesson, M., Nosek, B. A., Wagenmakers, E.,\u2026 Johnson, V. (2017, July 22). Redefine statistical significance. Retrieved from psyarxiv.com/mky9j", "Greenland, S., Senn, S. J., Rothman, K. J., Carlin, J. B., Poole, C., Goodman, S. N. Altman, D. G. (2016). Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations. European Journal of Epidemiology 31 (4). https://doi.org/10.1007/s10654-016-0149-3", "van de Schoot R, Yerkes MA, Mouw JM, Sonneveld H (2013) What Took Them So Long? Explaining PhD Delays among Doctoral Candidates. PLoS ONE 8(7): e68839. https://doi.org/10.1371/journal.pone.0068839", "Trafimow D, Amrhein V, Areshenkoff CN, Barrera-Causil C, Beh EJ, Bilgi? Y, Bono R, Bradley MT, Briggs WM, Cepeda-Freyre HA, Chaigneau SE, Ciocca DR, Carlos Correa J, Cousineau D, de Boer MR, Dhar SS, Dolgov I, G?mez-Benito J, Grendar M, Grice J, Guerrero-Gimenez ME, Guti?rrez A, Huedo-Medina TB, Jaffe K, Janyan A, Karimnezhad A, Korner-Nievergelt F, Kosugi K, Lachmair M, Ledesma R, Limongi R, Liuzza MT, Lombardo R, Marks M, Meinlschmidt G, Nalborczyk L, Nguyen HT, Ospina R, Perezgonzalez JD, Pfister R, Rahona JJ, Rodr?guez-Medina DA, Rom?o X, Ruiz-Fern?ndez S, Suarez I, Tegethoff M, Tejo M, ** van de Schoot R** , Vankov I, Velasco-Forero S, Wang T, Yamada Y, Zoppino FC, Marmolejo-Ramos F. (2017) Manipulating the alpha level cannot cure significance testing \u2013 comments on \"Redefine statistical significance\"_ _PeerJ reprints 5:e3411v1 https://doi.org/10.7287/peerj.preprints.3411v1"]} |
format |
Article in Journal/Newspaper |
author |
Smeets, Laurent van de Schoot, Rens |
author_facet |
Smeets, Laurent van de Schoot, Rens |
author_sort |
Smeets, Laurent |
title |
Tutorial: Linear Regression in R (Frequentist) |
title_short |
Tutorial: Linear Regression in R (Frequentist) |
title_full |
Tutorial: Linear Regression in R (Frequentist) |
title_fullStr |
Tutorial: Linear Regression in R (Frequentist) |
title_full_unstemmed |
Tutorial: Linear Regression in R (Frequentist) |
title_sort |
tutorial: linear regression in r (frequentist) |
publisher |
Zenodo |
publishDate |
2019 |
url |
https://dx.doi.org/10.5281/zenodo.5274935 https://zenodo.org/record/5274935 |
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Greenland Medina Briggs Ramos Correa Goodman Suarez Chaigneau |
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Greenland Medina Briggs Ramos Correa Goodman Suarez Chaigneau |
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Greenland |
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Greenland |
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https://zenodo.org/communities/stats_training https://dx.doi.org/10.5281/zenodo.3962123 https://dx.doi.org/10.5281/zenodo.5274936 https://zenodo.org/communities/stats_training |
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Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess |
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CC-BY |
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https://doi.org/10.5281/zenodo.5274935 https://doi.org/10.5281/zenodo.3962123 https://doi.org/10.5281/zenodo.5274936 |
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