RStats Workshop Series: Part III
Details
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WHO is this for?
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- If you are new to R & are short-budgeted on time!
- If you'd like to start working with data in R w/o learning all the programming details first!!
- If you have a neat data set you'd like to explore w/ basic statistics!
- If you are getting started with base R and want to learn more #rstats!
- If any of this is true, this workshop might be for you!
Please note:
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- View set-up instructions, past workshop material and other useful resources below. We will assume that you are up to speed with the past material & set the pace accordingly.
- Need help? Come EARLY (545p) for help with set-up, questions reg. tidyverse and/or contact us on Slack (https://rladies-eastlansing.slack.com; #howto-r channel).
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WHAT are we planning?
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RStats Workshop: Part III
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Handling missing & duplicate data (see R packages ‘mixRasch’, ‘mice’, others)
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Review power tests/analyses
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Hypothesis testing using parametric/nonparametric tests; chi-square tests, t-tests, Wilcoxon, ANOVA; corrected p-values & effect sizes
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Hands-on exercises w/ the gapminder dataset
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Excel/SAS/SPSS vs R?
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Parts IV, V (Ch 11–13) of 'Learning Statistics with R' by Dani Navarro (https://learningstatisticswithr.com/book).
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Statistical exploration of the gapminder dataset w/ R
- For 'RStats Workshop: Part I & II' material, check out the material on Google Drive (http://bit.ly/rlel-meetup-presentations-gd), GitHub (http://bit.ly/rlel-meetup-presentations-gh) or our Slack channels (https://rladies-eastlansing.slack.com; #workshop-rstats #2019-workshop-rstats).
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AGENDA
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5:45–6:00 Questions based on past workshops, Help w/ set-up
6:00–6:10 Meet & Greet | 🍕| Set-up
6:10–6:20 Who we are | Announcements | What's next
6:20–7:25 Workshop: Intro to Statistics w/ R
7:25–7:30 Any more Qs? How to reach us to continue this conversation!
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SET-UP INSTRUCTIONS
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- please bring your laptop w/
- pre-installed R (3.5+) & RStudio (1.1.4+)(https://www.rstudio.com/products/rstudio/)
OR use RStudio Cloud (https://rstudio.cloud) w/ Google/GitHub login - Install packages: tidyverse, gapminder, psych
- Having trouble with installation & set-up? Ping us on Slack! Or come 15min early!
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Useful Resources
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- Past workshop and meetup materials from 2018 & 2019:
Google Drive: http://bit.ly/rlel-meetup-presentations-gd & GitHub: http://bit.ly/rlel-meetup-presentations-gh - Relevant R (incl. tidyverse & ggplot2) & Slack cheatsheets: http://bit.ly/rlel-gdrive-cheatsheets
- Learning Statistics with R by Danielle Navarro (https://learningstatisticswithr.com/book/)
- Hands-On Programming with R by G Grolemund (https://rstudio-education.github.io/hopr/) & R for Data Science by H Wickham & G Grolemund (https://r4ds.had.co.nz/)
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- Start the discussion on Slack:
https://rladies-eastlansing.slack.com OR
http://bit.ly/rlel-slack-signup (if you are a new member)
Use the #2019-workshop-rstats OR #howto-r channel
** Questions reg. joining/using Slack or the workshop?
Email us: eastlansing@rladies.org
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💰Sponsor: ???
Interested in sponsoring? Email us!
Special credit: Dani Navarro, R-Ladies Sydney!