stat_extract {scicomptools} | R Documentation |
Extract Summary Statistics from Model Fit Object
Description
Accepts model fit object and extracts core statistical information. This includes P value, test statistic, degrees of freedom, etc. Currently accepts the following model types: 'stats::t.test', 'stats::lm', 'stats_nls', 'nlme::lme', 'lmerTest::lmer', 'ecodist::MRM', or 'RRPP::trajectory.analysis'
Usage
stat_extract(mod_fit = NULL, traj_angle = "deg")
Arguments
mod_fit |
(lme, trajectory.analysis) Model fit object of supported class (see function description text) |
traj_angle |
(character) Either "deg" or "rad" for whether trajectory analysis angle information should be extracted in degrees or radians. Only required if model is trajectory analysis |
Value
(data.frame) Dataframe of core summary statistics for the given model
Examples
# Create some example data
x <- c(3.5, 2.1, 7.5, 5.6, 3.3, 6.0, 5.6)
y <- c(2.3, 4.7, 7.8, 9.1, 4.5, 3.6, 5.1)
# Fit a linear model
mod <- lm(y ~ x)
# Extract the relevant information
stat_extract(mod_fit = mod)
[Package scicomptools version 1.0.0 Index]