neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science
Performing the entire transition from raw data to reportable statistics can pose difficulties: it takes time, it allows various mistakes (that may or may not go unnoticed), and there are no general guidelines on how to proceed with this task. One particularly useful tool for this transition is the R...
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| Format: | Article |
| Language: | English |
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Université d'Ottawa
2021-03-01
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| Series: | Tutorials in Quantitative Methods for Psychology |
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| Online Access: | https://www.tqmp.org/RegularArticles/vol17-1/p007/p007.pdf |
| _version_ | 1818648713069854720 |
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| author | Lukács, Gáspár |
| author_facet | Lukács, Gáspár |
| author_sort | Lukács, Gáspár |
| collection | DOAJ |
| description | Performing the entire transition from raw data to reportable statistics can pose difficulties: it takes time, it allows various mistakes (that may or may not go unnoticed), and there are no general guidelines on how to proceed with this task. One particularly useful tool for this transition is the R programming language. However, how to use R for this is not trivial, especially for novices. The present paper serves as a step-by-step yet fast tutorial on how to make all the steps from raw data files to all the statistics normally needed in a conventional psychological experiment (including ANOVA and t-tests). At the same time, it also introduces the R package \fontencoding {T1}\texttt {neatStats}, which was created for the very purpose of making these steps as easy and straightforward as possible. |
| first_indexed | 2024-12-17T01:22:48Z |
| format | Article |
| id | doaj.art-541b76e9e1d2470ea31a5dce2c977afd |
| institution | Directory Open Access Journal |
| issn | 1913-4126 |
| language | English |
| last_indexed | 2024-12-17T01:22:48Z |
| publishDate | 2021-03-01 |
| publisher | Université d'Ottawa |
| record_format | Article |
| series | Tutorials in Quantitative Methods for Psychology |
| spelling | doaj.art-541b76e9e1d2470ea31a5dce2c977afd2022-12-21T22:08:46ZengUniversité d'OttawaTutorials in Quantitative Methods for Psychology1913-41262021-03-0117172310.20982/tqmp.17.1.p007neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological ScienceLukács, GáspárPerforming the entire transition from raw data to reportable statistics can pose difficulties: it takes time, it allows various mistakes (that may or may not go unnoticed), and there are no general guidelines on how to proceed with this task. One particularly useful tool for this transition is the R programming language. However, how to use R for this is not trivial, especially for novices. The present paper serves as a step-by-step yet fast tutorial on how to make all the steps from raw data files to all the statistics normally needed in a conventional psychological experiment (including ANOVA and t-tests). At the same time, it also introduces the R package \fontencoding {T1}\texttt {neatStats}, which was created for the very purpose of making these steps as easy and straightforward as possible.https://www.tqmp.org/RegularArticles/vol17-1/p007/p007.pdfdata processingraw dataanalysisstatisticsreportingr |
| spellingShingle | Lukács, Gáspár neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science Tutorials in Quantitative Methods for Psychology data processing raw data analysis statistics reporting r |
| title | neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science |
| title_full | neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science |
| title_fullStr | neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science |
| title_full_unstemmed | neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science |
| title_short | neatStats: An R Package for a Neat Pipeline From Raw Data to Reportable Statistics in Psychological Science |
| title_sort | neatstats an r package for a neat pipeline from raw data to reportable statistics in psychological science |
| topic | data processing raw data analysis statistics reporting r |
| url | https://www.tqmp.org/RegularArticles/vol17-1/p007/p007.pdf |
| work_keys_str_mv | AT lukacsgaspar neatstatsanrpackageforaneatpipelinefromrawdatatoreportablestatisticsinpsychologicalscience |