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tidy_es_lmer

Source: R/tidy_es.R
tidy_es_lmer.Rd

a modification of the renamed tidy command that adds the effect size (confidence intervals for the regression coefficient and adjusted R^2)

Usage

tidy_es_lmer(model, ci = 0.95)

Arguments

model

model output from lmerTest::lmer() or lme4::lmer()

ci

confidence interval (default: 0.95)

Value

data.frame

See also

Other model summary helpers: get_lm_multicollinearity(), models2coefs(), models2omni(), r_sq_to_adj_r_sq(), renamed_tidy(), tidy_es(), tidy_es_lm()

Examples

tidy_es_lmer(lmerTest::lmer(Reaction ~ 1 + Days + (1 + Days | Subject), lme4::sleepstudy))
#> Warning: 'oldNames' is deprecated. Please use 'signames' instead.
#> Computing profile confidence intervals ...
#>         lh op          rh         b       se       df         t            p
#> 1 Reaction  ~ (Intercept) 251.40510 6.824597 16.99973 36.838090 1.171558e-17
#> 2 Reaction  ~        Days  10.46729 1.545790 16.99998  6.771481 3.263824e-06
#>    r_sq_adj    b_ci_ll   b_ci_ul r_sq_adj_ci_ll r_sq_adj_ci_ul
#> 1 0.9869002 237.680695 265.12951      0.9743608              1
#> 2 0.7136175   7.358653  13.57592      0.4836195              1