cons_comp_analysis: Run Components Analysis

In kthorstmann/simcom: Simulate and Compute Component Analysis for 2-Level Data

Description

Run Components Analysis

Usage

cons_comp_analysis(data, outcome_state = "b_state", pred_trait = c("P",
  "E"), pred_state = c("s_state"), single = FALSE, id = "id")

Arguments

data	The data frame to analyze
outcome_state	The outcome or dependent variable that is predicted (the average level-1 variable)
pred_trait	The predictor variables on level-2
pred_state	The predictor variable on level-1
id	The id/group variable of the participants

Value

Returns a list with two elements:

• 1The results of the components analysis

• 2The explained variance per state

• 3The results of the dominance analyses

Examples

simulated_data <- sim_data()
data <- simulated_data
data <- cons_comp_analysis(simulated_data)

kthorstmann/simcom documentation built on May 22, 2019, 4:41 p.m.