Analysis resources

#statstab #471 Analysis Resources for N-of-1 research

Thoughts: Some cool and some questionable stuff, but a good place to start looking.

#Nof1 #analysis #resources #estimand #methods #sced #stats #smallsample #scd

www.nof1sced.org/analysis

Ik spreek uit weinig ervaring, hoor.
Ik heb 1 persoon bewust meegemaakt, die op letere leeftijd een transormatie naar vrouw heeft doorgemaakt, en ik kreeg niet het idee dat zij daardoor nou echt gelukkiger is geworden.
#SmallSample

Introduction to metaforest

#statstab #448 {metaforest} Small sample meta-analysis

Thoughts: "a machine-learning based, exploratory approach to identify relevant moderators in meta-analysis"

#ML #MachineLearning #metaanalysis #smallsample #samplesize #heterogeneity #moderator

cjvanlissa.github.io/metaforest/a...

Small Sample Size Solutions | A Guide for Applied Researchers and Prac Researchers often have difficulties collecting enough data to test their hypotheses, either because target groups are small or hard to access, or because data

#statstab #319 Small Sample Size Solutions [book]

Thoughts: This should just be the default text for psychologists, as most research fits the "small sample" label.

#smallsample #book #guide #bayesian #permutation #sem #metaanalysis #nof1 #missingdata

doi.org/10.4324/9780...

#statstab #318 Simple permutation tests in R
by #MacTheobio

Thoughts: A very good small sample problem solution is using permutation tests. But, there are various ways to conduct these.

#permutation #randomization #montecarlo #R #smallsample

mac-theobio.github.io/QMEE/lecture...

Small is beautiful: In defense of the small-N design - Psychonomic Bulletin & Review The dominant paradigm for inference in psychology is a null-hypothesis significance testing one. Recently, the foundations of this paradigm have been shaken by several notable replication failures. On...

#statstab #220 Small is beautiful: In defense of the small-N design

Thoughts: "high power and inferential validity of the small-N design, in contrast to the lower power and inferential indeterminacy of the large-N design"

#nof1 #sced #scd #smallsample

doi.org/10.3758/s134...

#statstab #154 {fxl} package for plotting Single Case Designs (SCD)

Thoughts: SCDs and SCEDs are very underused in Psychology. Since I've discovered them I've promoted their use. Here, some nice (publication level) plots.

#nof1 #sced #scd #smallsample

www.smallnstats.com/resources/fxl

Election - Overall Results

Well, on those figures Winston would be out
#SmallSample

people in #burgerking seem even more miserable than in #McDonalds along the #Autobahn #smallsample