dataTOSTone {TOSTER}

TOST One Sample T-Test

Description

TOST One Sample T-Test in jamovi. This function is not meant to be utilized in R. See t_TOST function.

Usage

dataTOSTone(
  data,
  vars,
  mu = 0,
  hypothesis = "EQU",
  low_eqbound = -0.5,
  high_eqbound = 0.5,
  eqbound_type = "raw",
  alpha = 0.05,
  desc = FALSE,
  plots = FALSE,
  low_eqbound_d = -999999999,
  high_eqbound_d = -999999999,
  smd_type = "g"
)

Arguments

data

the data as a data frame

vars

a vector of strings naming variables of interest in data

mu

a number (default: 0) to compare against

hypothesis

'EQU' for equivalence (default), or 'MET' for minimal effects test, the alternative hypothesis;

low_eqbound

a number (default: -0.5) the lower equivalence bounds

high_eqbound

a number (default: 0.5) the upper equivalence bounds

eqbound_type

'SMD' (default) or 'raw'; whether the bounds are specified in Cohen's d or raw units respectively

alpha

alpha level (default = 0.05)

desc

TRUE or FALSE (default), provide descriptive statistics

plots

TRUE or FALSE (default), provide plots

low_eqbound_d

deprecated

high_eqbound_d

deprecated

smd_type

'd' (default) or 'g'; whether the calculated effect size is biased (d) or bias-corrected (g).

Value

A results object containing:

results$text					a html
results$tost					a table
results$eqb					a table
results$effsize					a table
results$desc					a table
results$plots					an array of images

Tables can be converted to data frames with asDF or as.data.frame. For example:

results$tost$asDF

as.data.frame(results$tost)

Examples

library("TOSTER")

dataTOSTone(data=iris, vars="Sepal.Width", mu=3, low_eqbound=-0.3, high_eqbound=0.3,
            alpha=0.05, desc=TRUE, plots=TRUE)

TOSTone(m=3.05733, mu=3, sd=0.4358663, n=150, low_eqbound_d=-0.3, high_eqbound_d=0.3, alpha=0.05)