List of analyses we should support:

WillemSleegers / tidystats-v0.3

R package to produce a tidy output file of statistical models.

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List of analyses we should support: #38

Open WillemSleegers opened 7 years ago

WillemSleegers commented 7 years ago

Let's make a list here of analyses we should support.

Model comparison

[x] anova()

Regression

[x] glm()
[x] MANOVA
[ ] ridge
[ ] lasso
[ ] elastic net

Multilevel

[x] lmer
[x] lmerTest)

Tests of Independence

[x] Chi-Square Test
[x] Fisher Exact Test
[ ] Mantel-Haenszel test
[ ] Spearman

Multiple comparisons

[ ] Tukey HSD

Nonparametric Tests of Group Differences

[x] Wilcox test
[ ] Kruskal test
[ ] Friedman test

Reliability

[x] psych's Cronbach's alpha

Metafor (meta-analysis)

[x] rma

BAYES!

emmeans

bunch of models support

WillemSleegers commented 7 years ago

Implemented a version of anova(). I tested it on lm models and lme4 models, but will probably break with other models.

WillemSleegers commented 6 years ago

Added support for chi-square and wilcox. =)

Scott-S-Hannah commented 4 years ago

Hi Willem,

Curious whether you're still developing support for emmeans? With numerous multiple comparisons it would be a fantastic help to avoid misreporting.

WillemSleegers commented 4 years ago

Hey Scott, I'm still planning to add support for it (although not at this repository anymore). It looks pretty easy to do.

Do you have any examples of how you would report the emmeans results? That way I could definitely already code in support for those exact tests/reports.