ps_ord: PS-Test for the indirect effect - Ordered Mediators

In ieTest: Indirect Effects Testing Methods in Mediation Analysis

PS-Test for the indirect effect - Ordered Mediators

Description

This function takes estimates and covariances, or 3 U values, for the ps-test for an ordered mediation scenario. If estimates are passed to the function, the user must specify what distribution is to be used to find the cumulative probabilities. The p-value of the ps-test is returned. Additionally, the cutoff, specified by the percentage towards the center of the transformation region, can be specified.

Usage

ps_ord(
  u1 = NULL,
  u2 = NULL,
  u3 = NULL,
  V1Dist = NULL,
  V1 = NULL,
  V1_VAR = NULL,
  V1_DF = NULL,
  V2Dist = NULL,
  V2 = NULL,
  V2_VAR = NULL,
  V2_DF = NULL,
  V2b = 0,
  V2b_VAR = 0,
  V2bmult = 1L,
  V3Dist = NULL,
  V3 = NULL,
  V3_VAR = NULL,
  V3_DF = NULL,
  V3b = 0,
  V3b_VAR = 0,
  V1_V2_cov = 0,
  V1_V2b_cov = 0,
  V1_V3_cov = 0,
  V1_V3b_cov = 0,
  V2_V2b_cov = 0,
  V2_V3_cov = 0,
  V2_V3b_cov = 0,
  V2b_V3_cov = 0,
  V2b_V3b_cov = 0,
  V3_V3b_cov = 0,
  V1_0 = 0,
  V2_0 = 0,
  V2b_0 = 0,
  V3_0 = 0,
  V3b_0 = 0,
  upLim = 0.5,
  alpha = NULL
)

Arguments

u1, u2, u3	The U values to be used in the test. Given priority over estimates, but all must be supplied.
V1Dist	String value specifying the distribution of the estimate of the independent variable on the first mediator. Ignored if u1, u2, and u3 are supplied.
V1	Value of the estimate of the independent variable on the first mediator. Ignored if u1, u2, and u3 are supplied.
V1_VAR	Value of the variance of the estimate of the independent variable on the first mediator. Ignored if u1, u2, and u3 are supplied.
V1_DF	Degrees of freedom for V1. Only needed if t-distribution is used.
V2Dist	String value specifying the distribution of the estimate of the first mediator (and interaction term) on the second mediator.
V2	Value of the estimate of the first mediator on the second mediator. Ignored if u1, u2, and u3 are supplied.
V2_VAR	Value of the variance of the estimate of the first mediator on the second mediator. Ignored if u1, u2, and u3 are supplied.
V2_DF	Degrees of freedom for V2.
V2b	Value of the estimate of the effect of the interaction of the independent and first mediator variable on the second mediator. Ignored if u1, u2, and u3 are supplied.
V2b_VAR	Value of the variance of the estimate of the effect of the interaction of the independent and first mediator variable on the second mediator. Ignored if u1, u2, and u3 are supplied.
V2bmult	Value indicating the value of the independent variable used for the interaction. Typically 1.
V3Dist	String value specifying the distribution of the estimate of the second mediator (and interaction term) on the response.
V3	Value of the estimate of the second mediator on the response. Ignored if u1, u2, and u3 are supplied.
V3_VAR	Value of the variance of the estimate of the second mediator on the response. Ignored if u1, u2, and u3 are supplied.
V3_DF	Degrees of freedom for V3.
V3b	Value of the estimate of the effect of the interaction of the independent and second mediator variable on the response. Ignored if u1, u2, and u3 are supplied.
V3b_VAR	Value of the variance of the estimate of the effect of the interaction of the independent and second mediator variable on the response. Ignored if u1, u2, and u3 are supplied.
V1_V2_cov	Value of the covariance between V1 and V2. Typically 0 for fully observed data.
V1_V2b_cov	Value of the covariance between V1 and V2b. Typically 0 for fully observed data.
V1_V3_cov	Value of the covariance between V1 and V3. Typically 0 for fully observed data.
V1_V3b_cov	Value of the covariance between V1 and V3b. Typically 0 for fully observed data.
V2_V2b_cov	Value of the covariance between V2 and V2b
V2_V3_cov	Value of the covariance between V2 and V3 Typically 0 for fully observed data.
V2_V3b_cov	Value of the covariance between V2 and V3b Typically 0 for fully observed data.
V2b_V3_cov	Value of the covariance between V2b and V3. Typically 0 for fully observed data.
V2b_V3b_cov	Value of the covariance between V2b and V3b Typically 0 for fully observed data.
V3_V3b_cov	Value of the covariance between V3 and V3b.
V1_0	Null value for V1.
V2_0	Null value for V2.
V2b_0	Null value for V2b.
V3_0	Null value for V3.
V3b_0	Null value for V3b.
upLim	The allowed extension, between 0 and 1, of the band towards the center of the region.
alpha	Used to ensure correctly controlled type I error for large values of upLim.

Value

The smallest alpha value for which the generated rejection region leads to rejection of the hypothesis test. Can be used as a p-value.

Examples

ps_ord( u1 = .02, u2= .015, u3 = .995, upLim = .55)

ieTest documentation built on April 12, 2025, 1:49 a.m.