chi2_test_BFF {BFF}

chi2_test_BFF

Description

chi2_test_BFF constructs BFFs based on the t test. BFFs depend on hyperparameters r and tau^2 which determine the shape and scale of the prior distributions which define the alternative hypotheses. By setting r > 1, we use higher-order moments for replicated studies. Fractional moments are set with r > 1 and r not an integer. All results are on the log scale.

Usage

chi2_test_BFF(
  chi2_stat,
  n,
  LRT = FALSE,
  omega = NULL,
  omega_sequence = if (is.null(omega)) seq(0.01, 1, by = 0.01),
  r = 1
)

Arguments

chi2_stat

chi-square statistic

n

sample size (if one sample test)

LRT

should LRT be performed? Default is FALSE

omega

standardized effect size. For the chi^2-test, this is often called Cohen's w (can be a single entry or a vector of values)

omega_sequence

sequence of standardized effect sizes. If no omega is provided, omega_sequence is set to be seq(0.01, 1, by = 0.01)

r

variable controlling dispersion of non-local priors. Default is 1.

Value

Returns an S3 object of class 'BFF' (see 'BFF.object' for details).

Examples

chi2BFF = chi2_test_BFF(chi2_stat = 6.5, n = 10)
chi2BFF
plot(chi2BFF)