There are now hundreds (!) of these posts, covering everything from stats quirks and causal inference and data vis.
The site brings it all together in one place and lets you search by title, topic, year, or hashtag.
There are now hundreds (!) of these posts, covering everything from stats quirks and causal inference and data vis.
The site brings it all together in one place and lets you search by title, topic, year, or hashtag.
Thoughts: Even something like showing agreement can be quite difficult.
#agreement #concordance #blandaltman #bias #methods #tutorial #polarplot #analysis
#trend
www.ovid.com/10.1213/ANE....
Thoughts: Even something like showing agreement can be quite difficult.
#agreement #concordance #blandaltman #bias #methods #tutorial #polarplot #analysis
#trend
www.ovid.com/10.1213/ANE....
Thoughts: The shape of your interaction can require a huge sample (unlike what G*Power says)
#samplesize #power #interaction #experiment #tutorial #guide
doi.org/10.1177/2515...
Thoughts: The shape of your interaction can require a huge sample (unlike what G*Power says)
#samplesize #power #interaction #experiment #tutorial #guide
doi.org/10.1177/2515...
Thoughts: A strong assumption to make and test.
#DiD #observational #causalinference #assumptions #tutorial #guide
github.com/Mixtape-Sess...
Thoughts: A strong assumption to make and test.
#DiD #observational #causalinference #assumptions #tutorial #guide
github.com/Mixtape-Sess...
Thoughts: Nice discussion of an older paper/problem.
*fixed the numbering!
#interaction #debate #discussion #samplesize
statmodeling.stat.columbia.edu/2020/10/16/r...
Thoughts: Nice discussion of an older paper/problem.
*fixed the numbering!
#interaction #debate #discussion #samplesize
statmodeling.stat.columbia.edu/2020/10/16/r...
Thoughts: For "studies that may not have a specific hypothesis test"
#poweranalysis #simulation #aipe #estimation #power #tutorial
doi.org/10.3758/s134...
Thoughts: For "studies that may not have a specific hypothesis test"
#poweranalysis #simulation #aipe #estimation #power #tutorial
doi.org/10.3758/s134...
Assessment of Pathways and Mechanisms
Thoughts: I have no opinions to share on this.
#mediation #causalinference #totaleffect #indirecteffect #moderation #modelling
ftp.cs.ucla.edu/pub/stat_ser...
Assessment of Pathways and Mechanisms
Thoughts: I have no opinions to share on this.
#mediation #causalinference #totaleffect #indirecteffect #moderation #modelling
ftp.cs.ucla.edu/pub/stat_ser...
Thoughts: Holds for unobserved stable confounding
#ancova #changescore #baseline #covariates #confounding #DiD #observational #experiment
declaredesign.org/blog/posts/u...
Thoughts: Holds for unobserved stable confounding
#ancova #changescore #baseline #covariates #confounding #DiD #observational #experiment
declaredesign.org/blog/posts/u...
Thoughts: R package for benchmarking publication bias correction methods through simulation studies.
#publicationbias #rstats #r #methods #bias #simulation #petpeese #rmse #robma #3psm #pcurve
fbartos.github.io/PublicationB...
Thoughts: R package for benchmarking publication bias correction methods through simulation studies.
#publicationbias #rstats #r #methods #bias #simulation #petpeese #rmse #robma #3psm #pcurve
fbartos.github.io/PublicationB...
Thoughts: Sometimes a discussion is better for learning.
#ancova #prepost #rct #covariates #baseline #changescore #statistics
stats.stackexchange.com/questions/57...
Thoughts: Sometimes a discussion is better for learning.
#ancova #prepost #rct #covariates #baseline #changescore #statistics
stats.stackexchange.com/questions/57...
Thoughts: Useful if you do big data stuff.
#llm #bigdata #prediction #estimation #hypothesistesting #attribution #inference
med.stanford.edu/content/dam/...
Thoughts: Useful if you do big data stuff.
#llm #bigdata #prediction #estimation #hypothesistesting #attribution #inference
med.stanford.edu/content/dam/...
Thoughts: NNT stands for night-night time!
#nnt #clinical #effectsize #inference #effects #methods #statistics #bias #commentary
www.jclinepi.com/article/S089...
Thoughts: NNT stands for night-night time!
#nnt #clinical #effectsize #inference #effects #methods #statistics #bias #commentary
www.jclinepi.com/article/S089...
Thoughts: This seems like a faf🙃
#falsification #nhst #hypothesis #hypothesistesting #assumptions #causalinference
#OpenScience #auxiliary
meth.psychopen.eu/index.php/me...
Thoughts: This seems like a faf🙃
#falsification #nhst #hypothesis #hypothesistesting #assumptions #causalinference
#OpenScience #auxiliary
meth.psychopen.eu/index.php/me...
Thoughts: Some (questionable) potential pros of OLS.
#ols #negativebinomial #logit #transformation #regression #inference #discussion
stats.stackexchange.com/questions/23...
Thoughts: Some (questionable) potential pros of OLS.
#ols #negativebinomial #logit #transformation #regression #inference #discussion
stats.stackexchange.com/questions/23...
Thoughts: Is psych science a data-phenomenon-theory framework?
#theory #psychology #inference #falsification #effects #science #popper
osf.io/preprints/ps...
Thoughts: Is psych science a data-phenomenon-theory framework?
#theory #psychology #inference #falsification #effects #science #popper
osf.io/preprints/ps...
Thoughts: A good resource for selecting the standardiser in your SMD & comments for the {metafor} pkg.
#metaanalysis #smd #effectsize #cohend #bias #heterogeneity
onlinelibrary.wiley.com/doi/10.1002/...
Thoughts: A good resource for selecting the standardiser in your SMD & comments for the {metafor} pkg.
#metaanalysis #smd #effectsize #cohend #bias #heterogeneity
onlinelibrary.wiley.com/doi/10.1002/...
Thoughts: Devastating critique of SMDs (e.g. Cohen's d or Pearson's r).
#smd #cohend #effectsize #estimand #standardization #covariates #ancova #SD
www.ovid.com/jnls/epidem/...
Thoughts: Devastating critique of SMDs (e.g. Cohen's d or Pearson's r).
#smd #cohend #effectsize #estimand #standardization #covariates #ancova #SD
www.ovid.com/jnls/epidem/...
Thoughts: Randomization +ANCOVA. Inc prognostic covariates improves precision
#ancova #randomization #confidenceintervals #experiment #inference #precision #covariates
www.appliedclinicaltrialsonline.com/view/well-ad...
Thoughts: Randomization +ANCOVA. Inc prognostic covariates improves precision
#ancova #randomization #confidenceintervals #experiment #inference #precision #covariates
www.appliedclinicaltrialsonline.com/view/well-ad...
Thoughts: Plz don't flip/reverse your effects without thinking about the scale!
#metaanalysis #bias #error #effectsize #effects #critique #artifact
raw.githubusercontent.com/richarddmore...
Thoughts: Plz don't flip/reverse your effects without thinking about the scale!
#metaanalysis #bias #error #effectsize #effects #critique #artifact
raw.githubusercontent.com/richarddmore...
Thoughts: Model-based v design-based problem. This should be discussed more.
#modelbased #designbased #sampling #priors #neyman #frequentist #bayesian
link.springer.com/article/10.1...
Thoughts: Model-based v design-based problem. This should be discussed more.
#modelbased #designbased #sampling #priors #neyman #frequentist #bayesian
link.springer.com/article/10.1...
Thoughts: Conformal predictions are getting more popular.
#conformalprediction #frequentist #uncertainty #assumptions #distributions #tutorial
doi.org/10.1177/2515...
Thoughts: Conformal predictions are getting more popular.
#conformalprediction #frequentist #uncertainty #assumptions #distributions #tutorial
doi.org/10.1177/2515...
Thoughts: Let's get ready to Gumbel!
#sdt #theory #modelling #gumbel #methods #statistics #tutorial #memory #discrimination
osf.io/preprints/ps...
Thoughts: Let's get ready to Gumbel!
#sdt #theory #modelling #gumbel #methods #statistics #tutorial #memory #discrimination
osf.io/preprints/ps...
Thoughts: Looks interesting, the little I get.
#metaanalysis #methods #statistics #assumptions
#randomeffects
link.springer.com/article/10.1...
Thoughts: Looks interesting, the little I get.
#metaanalysis #methods #statistics #assumptions
#randomeffects
link.springer.com/article/10.1...
Thoughts: Why do we expect theories in psych to be "elegant"?
#theory #research #debate #perspective #psychology #socialpsychology #metapsychology #parsimony #evidence #critique
www.tandfonline.com/doi/full/10....
Thoughts: Why do we expect theories in psych to be "elegant"?
#theory #research #debate #perspective #psychology #socialpsychology #metapsychology #parsimony #evidence #critique
www.tandfonline.com/doi/full/10....
Thoughts: Bayes allows you to design informative studies and anticipate issues.
#bayesian #bayes #design #simulation #rct #tutorial #inference #mcid #equivalence #efficacy #estimation #noninferiority
hbiostat.org/bayes/design
Thoughts: Bayes allows you to design informative studies and anticipate issues.
#bayesian #bayes #design #simulation #rct #tutorial #inference #mcid #equivalence #efficacy #estimation #noninferiority
hbiostat.org/bayes/design