6  Execution of Replications – Handbook for Reproduction and Replication Studies How to carry out reproductions and replications in the social, cognitive, and behavioral sciences

#statstab #426 Execution of Replications

Thoughts: A good resource for conducting replications. Different ways to plan your sample size and consider "success/failure".

#replication #OpenScience #metaanalysis #samplesize #sesoi #smalltelescope

forrt.org/replication_...

Practical Power Analysis in R

#statstab #417 {pwrss} Practical Power Analysis in R

Thoughts: Some useful vignettes for conducting power analyses for various designs, constraints, and data types.

#poweranalysis #samplesize #r #power #guide #tutorial #sesoi #equivalence #tost #rstats

cran.r-project.org/web/packages...

#statstab #396 If researchers find Cohen’s d = 8, no they didn’t

Thoughts: Sometimes an effect is so impressive that its unbelievable.

#effectsize #cohend #QRPs #sesoi

mmmdata.io/posts/2025/0...

#statstab #327 Effect Sizes for Equivalence Testing: Incorporating the Equivalence Interval

Thoughts: Not sure what value this approach has yet, but sharing for feedback.

#equivalencetests #sesoi #nhst #noeffect #nonsignificant #practicalsignificance

osf.io/preprints/ps...

Post-Hoc Power Sensitivity Analysis using the SESOI | The Change Lab

#statstab #286 Post-Hoc Power Sensitivity Analysis using the SESOI

Thoughts: Not a great title or great explanation of key concepts, but having R code outlined is useful.

#lmer #simulation #sample #power #SESOI #sensitivity #R

thechangelab.stanford.edu/tutorials/po...