Demonstration of printGM()

Demonstration of printGM()

Using printGM() with WsMed()

The WsMed() function returns a list containing sem_model. printGM() can automatically extract and format the model equations.

library(wsMed)
result1 <- wsMed(
  data = example_data,
  M_C1 = c("A1","B1","C1"),
  M_C2 = c("A2","B2","C2"),
  Y_C1 = "D1",
  Y_C2 = "D2",
  form = "P",
  Na = "DE",
  standardized = TRUE,
  bootstrap = 1000,
  iseed = 123
)
printGM(result1)
## 
## Outcome Difference Model (Ydiff):
##  Ydiff ~ cp*1 + b1*M1diff + d1*M1avg + b2*M2diff + d2*M2avg + b3*M3diff + d3*M3avg 
## 
## Mediator Difference Model (Chained Mediator - M1diff):
## M1diff ~ a1*1 
## 
## Mediator Difference Model (Other Mediators):
## M2diff ~ a2*1
## M3diff ~ a3*1 
## 
## Indirect Effects:
## indirect_1 := a1 * b1
## indirect_2 := a2 * b2
## indirect_3 := a3 * b3 
## 
## Total Indirect Effect:
##  total_indirect := indirect_1 + indirect_2 + indirect_3 
## 
## Total Effect:
##  total_effect := cp + total_indirect

Using printGM() with GenerateModel*()

If you already have preprocessed data, you can directly generate the SEM model syntax using GenerateModelPC() or other GenerateModel*() functions.

# Load necessary packages
library(wsMed)
# Load example data
data(example_data)

# Prepare data
prepared_data <- PrepareData(
  data = example_data,
  M_C1 = c("A1", "B1"),
  M_C2 = c("A2", "B2"),
  Y_C1 = "C1",
  Y_C2 = "C2"
)

# Generate Model
sem_model <- GenerateModelPC(prepared_data)

# print Model equations
printGM(sem_model)
## 
## Outcome Difference Model (Ydiff):
##  Ydiff ~ cp*1 + b1*M1diff + d1*M1avg + b2*M2diff + d2*M2avg 
## 
## Mediator Difference Model (Chained Mediator - M1diff):
## M1diff ~ a1*1 + b_2_1*M2diff + d_2_1*M2avg 
## 
## Mediator Difference Model (Other Mediators):
## M2diff ~ a2*1 
## 
## Indirect Effects:
## indirect_1 := a1 * b1
## indirect_2 := a2 * b2
## indirect_2_1 := a2 * b_2_1 * b1 
## 
## Total Indirect Effect:
##  total_indirect := indirect_1 + indirect_2 + indirect_2_1 
## 
## Total Effect:
##  total_effect := cp + total_indirect