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Description
Summary for lmodel2 objects include a column corresponding to p-values ("P-perm (1-tailed)"), but they are included in the tidier output.
# setup
set.seed(123)
library(lmodel2)
data(mod2ex2)
# model
Ex2.res <-
lmodel2::lmodel2(
formula = Prey ~ Predators,
data = mod2ex2,
range.y = "relative",
range.x = "relative",
nperm = 99
)
# regression results
Ex2.res$regression.results
#> Method Intercept Slope Angle (degrees) P-perm (1-tailed)
#> 1 OLS 20.02675 2.631527 69.19283 0.01
#> 2 MA 13.05968 3.465907 73.90584 0.01
#> 3 SMA 16.45205 3.059635 71.90073 NA
#> 4 RMA 17.25651 2.963292 71.35239 0.01
# p-values are absent
broom::tidy(Ex2.res, conf.int = TRUE)
#> # A tibble: 8 x 5
#> method term estimate conf.low conf.high
#> <fct> <chr> <dbl> <dbl> <dbl>
#> 1 MA Intercept 13.1 1.35 19.8
#> 2 MA Slope 3.47 2.66 4.87
#> 3 OLS Intercept 20.0 12.5 27.6
#> 4 OLS Slope 2.63 1.86 3.40
#> 5 RMA Intercept 17.3 8.96 23.8
#> 6 RMA Slope 2.96 2.17 3.96
#> 7 SMA Intercept 16.5 9.20 22.1
#> 8 SMA Slope 3.06 2.38 3.93Created on 2019-01-05 by the reprex package (v0.2.1)
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