TOSTt-methods: Methods for TOSTt objects

In TOSTER: Two One-Sided Tests (TOST) Equivalence Testing

Methods for TOSTt objects

Description

Methods defined for objects returned from the t_TOST and boot_t_TOST functions.

Usage

## S3 method for class 'TOSTt'
print(x, digits = 4, ...)

## S3 method for class 'TOSTt'
plot(
  x,
  type = c("cd", "c", "tnull"),
  estimates = c("raw", "SMD"),
  ci_lines,
  ci_shades,
  ...
)

describe(x, ...)

## S3 method for class 'TOSTt'
describe(x, digits = 3, ...)

Arguments

x	object of class TOSTt.
digits	Number of digits to print for p-values
...	further arguments passed through, see description of return value for details..
type	Type of plot to produce. Default is a consonance density plot "cd". Consonance plots (type = "cd") and null distribution plots (type = "tnull") can also be produced. Note: null distribution plots only available for estimates = "raw".
estimates	indicator of what estimates to plot; options include "raw" or "SMD". Default is is both: c("raw","SMD").
ci_lines	Confidence interval lines for plots. Default is 1-alpha*2 (e.g., alpha = 0.05 is 90%)
ci_shades	Confidence interval shades when plot type is "cd".

Value

• print: Prints short summary of the tests.

• plot: Returns a plot of the effects.

• describe: Verbose description of results.

Examples

# example code
# Print

res1 = t_TOST(mpg ~ am, data = mtcars, eqb = 3)

res1
# Print with more digits
print(res1, digits = 6)

# Plot with density plot - only raw values (SLOW)
#plot(res1, type = "cd", estimates = "raw")
# Plot with consonance - only raw values (SLOW)
#plot(res1, type = "c", estimates = "raw")
# Plot null distribution - only raw values
#plot(res1, type = "tnull", estimates = "raw")

# Get description of the results
describe(res1)

TOSTER documentation built on Sept. 15, 2023, 1:09 a.m.