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how_to_guides [2018/10/02 20:42]
filination
how_to_guides [2019/04/25 19:10] (current)
filination [Various]
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   * [[http://​r4ds.had.co.nz/​|R for Data Science]]; Garrett Grolemund & Hadley Wickham   * [[http://​r4ds.had.co.nz/​|R for Data Science]]; Garrett Grolemund & Hadley Wickham
   * [[http://​swirlstats.com/​|Swirl Learn R, in R.]]   * [[http://​swirlstats.com/​|Swirl Learn R, in R.]]
-  * [[https://​www.r-bloggers.com/​21-online-courses-to-get-started-today-with-data-cleaning/​|21+ Online Courses to Get Started Today with Data Cleaning]]+ 
 + 
 + 
   * [[http://​blog.revolutionanalytics.com/​2012/​12/​coursera-videos.html|Videos from Coursera'​s four week course in R]] / [[https://​www.youtube.com/​user/​rdpeng/​playlists|more from the author]]   * [[http://​blog.revolutionanalytics.com/​2012/​12/​coursera-videos.html|Videos from Coursera'​s four week course in R]] / [[https://​www.youtube.com/​user/​rdpeng/​playlists|more from the author]]
   * [[http://​health.adelaide.edu.au/​psychology/​ccs/​teaching/​lsr/​|Learning Statistics with R - Computational Cognitive Science Lab]]   * [[http://​health.adelaide.edu.au/​psychology/​ccs/​teaching/​lsr/​|Learning Statistics with R - Computational Cognitive Science Lab]]
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   * [[http://​datascience.tntlab.org/​before-you-begin/​|Data Science for Social Scientists]]   * [[http://​datascience.tntlab.org/​before-you-begin/​|Data Science for Social Scientists]]
   * [[https://​campus.datacamp.com/​courses/​sentiment-analysis-in-r/​fast-dirty-polarity-scoring?​ex=1|sentiment analysis in r]] | Datacamp   * [[https://​campus.datacamp.com/​courses/​sentiment-analysis-in-r/​fast-dirty-polarity-scoring?​ex=1|sentiment analysis in r]] | Datacamp
 +
 +Data cleaning
 +
 +  * [[https://​www.r-bloggers.com/​21-online-courses-to-get-started-today-with-data-cleaning/​|21+ Online Courses to Get Started Today with Data Cleaning]]
 +  * [[http://​sfirke.github.io/​janitor/​index.html|janitor R package]]
 +
  
 ==== Styling ==== ==== Styling ====
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   * [[https://​www.r-bloggers.com/​time-series-analysis-in-r-part-2-time-series-transformations/​|Time Series Analysis in R Part 2: Time Series Transformations]]   * [[https://​www.r-bloggers.com/​time-series-analysis-in-r-part-2-time-series-transformations/​|Time Series Analysis in R Part 2: Time Series Transformations]]
   * [[http://​seankross.com/​2017/​09/​25/​Create-Videos-from-R-Markdown-Documents-with-Ari.html|Create Videos from R Markdown Documents with Ari]]   * [[http://​seankross.com/​2017/​09/​25/​Create-Videos-from-R-Markdown-Documents-with-Ari.html|Create Videos from R Markdown Documents with Ari]]
-  * [[http://​www.masalmon.eu/​2017/​12/​11/​goodrpackages/​|How to develop good R packages (for open science)]]+ 
   * [[https://​github.com/​daniel1noble/​metaDigitise|metaDigitise]] ([[https://​www.biorxiv.org/​content/​early/​2018/​01/​15/​247775|paper explaining the package]])   * [[https://​github.com/​daniel1noble/​metaDigitise|metaDigitise]] ([[https://​www.biorxiv.org/​content/​early/​2018/​01/​15/​247775|paper explaining the package]])
   * [[http://​www.sthda.com/​english/​wiki/​create-and-format-powerpoint-documents-from-r-software|Create and format PowerPoint documents from R software]]   * [[http://​www.sthda.com/​english/​wiki/​create-and-format-powerpoint-documents-from-r-software|Create and format PowerPoint documents from R software]]
 +
 +Developing packages:
 +  * [[http://​www.masalmon.eu/​2017/​12/​11/​goodrpackages/​|How to develop good R packages (for open science)]]
 +  * [[http://​r-pkgs.had.co.nz/​|R packages book]], bit updated (Oreilly, 2015)
 +
 +
  
 ==== Cheat sheets ==== ==== Cheat sheets ====
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 Power: Power:
   * [[https://​towardsdatascience.com/​how-to-calculate-statistical-power-for-your-meta-analysis-e108ee586ae8|How to calculate statistical power for your meta-analysis]] (Dan Quintana, blog post)   * [[https://​towardsdatascience.com/​how-to-calculate-statistical-power-for-your-meta-analysis-e108ee586ae8|How to calculate statistical power for your meta-analysis]] (Dan Quintana, blog post)
 +
 +Promising packages:
 +  * metavis
 +  * [[https://​cran.r-project.org/​web/​packages/​psychmeta/​psychmeta.pdf|psycmeta]]
  
 ===== Reporting ===== ===== Reporting =====
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   * [[http://​graphpad.com/​quickcalcs/​|Quickcalcs]] - for calculating [[http://​graphpad.com/​quickcalcs/​catMenu/​|Chisquare]] and such   * [[http://​graphpad.com/​quickcalcs/​|Quickcalcs]] - for calculating [[http://​graphpad.com/​quickcalcs/​catMenu/​|Chisquare]] and such
   * [[https://​www.theorymaps.org/​|Theory mapping]]   * [[https://​www.theorymaps.org/​|Theory mapping]]
 +  * [[https://​aushsi.shinyapps.io/​orcid/​|Reducing the administrative burden on researchers generate automatic CV from ORCID]]
  
 Content mining Content mining
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