TOSTtwo.prop: TOST function for two proportions (raw scores)

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

TOST function for two proportions (raw scores)

Description

Development on TOSTtwo.prop is complete, and for new code we recommend switching to twoprop_test, which is easier to use, more featureful, and still under active development.

Usage

TOSTtwo.prop(
  prop1,
  prop2,
  n1,
  n2,
  low_eqbound,
  high_eqbound,
  alpha,
  ci_type = "normal",
  plot = TRUE,
  verbose = TRUE
)

Arguments

prop1	proportion of group 1
prop2	proportion of group 2
n1	sample size in group 1
n2	sample size in group 2
low_eqbound	lower equivalence bounds (e.g., -0.1) expressed in proportions
high_eqbound	upper equivalence bounds (e.g., 0.1) expressed in proportions
alpha	alpha level (default = 0.05)
ci_type	confidence interval type (default = "normal"). "wilson" produces Wilson score intervals with a Yates continuity correction while "normal" calculates the simple asymptotic method with no continuity correction.
plot	set whether results should be plotted (plot = TRUE) or not (plot = FALSE) - defaults to TRUE
verbose	logical variable indicating whether text output should be generated (verbose = TRUE) or not (verbose = FALSE) - default to TRUE

Value

Returns TOST z-value 1, TOST p-value 1, TOST z-value 2, TOST p-value 2, low equivalence bound, high equivalence bound, Lower limit confidence interval TOST, Upper limit confidence interval TOST

References

Tunes da Silva, G., Logan, B. R., & Klein, J. P. (2008). Methods for Equivalence and Noninferiority Testing. Biology of Blood Marrow Transplant, 15(1 Suppl), 120-127.

Yin, G. (2012). Clinical Trial Design: Bayesian and Frequentist Adaptive Methods. Hoboken, New Jersey: John Wiley & Sons, Inc.

Examples

## Equivalence test for two independent proportions equal to .65 and .70, with 100 samples
## per group, lower equivalence bound of -0.1, higher equivalence bound of 0.1, and alpha of 0.05.

TOSTtwo.prop(prop1 = .65, prop2 = .70, n1 = 100, n2 = 100,
   low_eqbound = -0.1, high_eqbound = 0.1, alpha = .05)

Lakens/TOSTER documentation built on April 17, 2024, 6:42 p.m.