RStats Workshop Series: Part I (Jan28—>Feb04!)


Details
WHO is this for?
- 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!
- Come EARLY (545p) for set-up, questions reg. tidyverse
WHAT are we planning?
RStats Workshop: Part I
-
getting started with R
-
exploratory statistics: measures of central tendency & variability, correlations, multi-variate stats
-
visualizing statistical analyses: histograms, boxplots/violin plots, scatterplots, bar graphs, saving plots
-
Excel/SAS/SPSS vs R?
-
Parts II, III of 'Learning Statistics with R' by Dani Navarro (https://learningstatisticswithr.com/book).
-
Statistical exploration of the gapminder dataset w/ R
RStats Workshop: Coming up next
- Probability Distributions & skew, kurtosis
- Inferential Statistics: hypothesis testing, p-value, confidence intervals
- Handling Missing data: imputation
- Parametric (e.g., ANOVA) & Non-parametric statistical tests
- Principal Component Analysis (PCA) using ggbiplot
AGENDA
6:00–6:15 Meet & Greet | 🍕| Set-up
6:15–6:25 Who we are | Announcements | What's next
6:25–7:25 Workshop: Intro to Statistics w/ R
7:25–7:30 Any more Qs? How to reach us to continue this conversation!
SET-UP INSTRUCTIONS (before the workshop)
- please bring your laptop w/
- pre-installed R & RStudio (https://www.rstudio.com/products/rstudio/) OR use RStudio Cloud (https://rstudio.cloud)
- Install packages: tidyverse, gapminder
- Having trouble with installation & set-up? Ping us on Slack! Or come 15min early.
Useful Resources
- Past workshop and meetup materials from 2018: http://bit.ly/rlel-meetup-presentations-gd & 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/)
- Start the discussion on Slack: https://rladies-eastlansing.slack.com OR http://bit.ly/rlel-slack-signup (if you are a new member) #workshop-rstats channel
** Questions reg. Slack/Workshop? Email us: eastlansing@rladies.org
💰Sponsor: ICER, MSU (https://icer.msu.edu)
Special credit: Dani Navarro, R-Ladies Sydney!

Sponsors
RStats Workshop Series: Part I (Jan28—>Feb04!)