Students
Alex
Reproducibility is a defining feature of science.
Methods and Results sections fall short
All claims should be verifiable; traceable back to the raw data. No appeals to authority allowed.
Reproducible workflow, crisis remarks (Keynote - 24 slides)
Keynote - 7 slides
Preregister a real or hypothetical study. Complete simple pre-registration at aspredicted.org
OSF
Some examples of if-then logic in preregistration in Lorne Campbell: When we have some uncertainty regarding what to expect a priori, we specify our models and provide “if-then” procedures/guidelines for how to follow up our initial results. Here is an example: https://osf.io/q2pnv/
Guide for prereg in OSF: osf.io/prereg
OSF prereg videos and webinars: cos.io/prereg
Stuff from SPSP symposium organized by Katie Corker: https://osf.io/ba6dj/
Advanced: do it all in RMarkdown. With Frederick Aust’s prereg package for R
Badges already covered in opening remarks
New article formats (10 slides)
resources https://cos.io/rr/?_ga=1.202445464.803894415.1463175772
Registered Replication Reports (start with Keynote slides)
OSF’s Study Swap
Other avenues
Social media. New contacts yield new collaborations. Example
Blogging. Gives people a digestible entry, and a place to comment and implicit invitation to approach you (leads to collaborations!)
Time since start = 82 min?
OSF
RMarkdown in R Studio is good for:
Time since start = 113 min?
Together, let’s
Use R as a glorified calculator - a Google Doc so you don’t have to type in the list of numbers - t-test Write snippets and make fancy plots
<!--Text comment-->
# This is a comment
install.packages("ggplot2")
library(ggplot2)
head(data = iris)
ggplot(data = iris, aes(x= Sepal.Length, y= Petal.Length)) + geom_point()
ggplot(iris, aes(Sepal.Length, Petal.Length)) + geom_point()
ggplot(iris, aes(Sepal.Length, Petal.Length, color=Species)) + geom_point()
ggplot(iris, aes(Sepal.Length, Petal.Length, color=Species)) + geom_point() + theme_bw()
theme_APA()
is available in papajaOpen SARMAC_Results.Rmd
again