d.osc15Onesample {relevance} | R Documentation |
A small subset of the data of the famous replication study of the Open Science Collaboration published in 2015, comprising the one sample and paired sample tests, used for illustration of the determination of succcess of the replications as defined by Stahel (2022)
data("d.osc15Onesample")
d.osc15
:
row.names
identification number of the study
teststatistico, teststatisticr
test statistic, original paper and replication, respectively
no, nr
number of observations, original and replication
effecto, effectr
effect size as defined by OSC15, original and replication
Data repository https://osf.io/jrxtm/
Open Science Collaboration (2015). Estimating the reproducibility of psychological science. Science 349, 943-952
data(d.osc15Onesample)
plot(effectr~effecto, data=d.osc15Onesample, xlim=c(0,3.5),ylim=c(0,2.5),
xaxs="i", yaxs="i")
abline(0,1)
## Compare confidence intervals between original paper and replication
to <- structure(d.osc15Onesample[,c("effecto","teststatistico","no")],
names=c("effect","teststatistic","n"))
tr <- structure(d.osc15Onesample[,c("effectr","teststatisticr","nr")],
names=c("effect","teststatistic","n"))
( rr <- replication(to, tr, rlv.threshold=0.1) )
plconfint(rr, refline=c(0,0.1))
plconfint(attr(rr, "estimate"), refline=c(0,0.1))