rm(list=ls())
library(lavaan)## Warning: package 'lavaan' was built under R version 3.1.3## This is lavaan 0.5-20
## lavaan is BETA software! Please report any bugs.setwd("~/Google Drive/work/cost benefit UG/new design with Max/analysis/data")
sub_temp = read.csv("SEM_moderated_by_deciders.csv")2.Set variables
for (i in 1 : length(Emotion_name)){
model1 = out_model[i]
model2 = med_model[i]
model3 = '
# effets
indirect := a*b
direct := c
total := c + a*b
'
model = paste (model1, model2, model3, sep = " ")
fit1 <- sem(model, data = sub_temp)
print(Emotion_name[i])
summary (fit1)
}## [1] "happy"
## lavaan (0.5-20) converged normally after 25 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
## Minimum Function Value 0.0000000000000
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.002 0.000 7.966 0.000
## happy (b) 0.054 0.006 8.821 0.000
## happy ~
## gift (a) 0.020 0.001 17.721 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.029 0.001 22.450 0.000
## happy 0.759 0.034 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.001 0.000 7.897 0.000
## direct 0.002 0.000 7.966 0.000
## total 0.003 0.000 13.533 0.000
##
## [1] "grateful"
## lavaan (0.5-20) converged normally after 23 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.002 0.000 8.089 0.000
## grateful (b) 0.059 0.006 9.942 0.000
## grateful ~
## gift (a) 0.019 0.001 16.263 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.028 0.001 22.450 0.000
## grateful 0.789 0.035 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.001 0.000 8.483 0.000
## direct 0.002 0.000 8.089 0.000
## total 0.003 0.000 13.533 0.000
##
## [1] "surprised"
## lavaan (0.5-20) converged normally after 20 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
## Minimum Function Value 0.0000000000000
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.003 0.000 12.413 0.000
## surprised (b) 0.019 0.006 3.297 0.001
## surprised ~
## gift (a) 0.010 0.001 7.869 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.031 0.001 22.450 0.000
## surprised 0.938 0.042 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.000 0.000 3.041 0.002
## direct 0.003 0.000 12.413 0.000
## total 0.003 0.000 13.533 0.000
##
## [1] "angry"
## lavaan (0.5-20) converged normally after 22 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.003 0.000 10.413 0.000
## angry (b) -0.039 0.006 -6.601 0.000
## angry ~
## gift (a) -0.015 0.001 -12.600 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.030 0.001 22.450 0.000
## angry 0.860 0.038 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.001 0.000 5.847 0.000
## direct 0.003 0.000 10.413 0.000
## total 0.003 0.000 13.533 0.000
##
## [1] "annoyed"
## lavaan (0.5-20) converged normally after 21 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
## Minimum Function Value 0.0000000000000
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.002 0.000 8.873 0.000
## annoyed (b) -0.050 0.006 -8.397 0.000
## annoyed ~
## gift (a) -0.018 0.001 -15.566 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.029 0.001 22.450 0.000
## annoyed 0.803 0.036 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.001 0.000 7.390 0.000
## direct 0.002 0.000 8.873 0.000
## total 0.003 0.000 13.533 0.000
##
## [1] "disgust"
## lavaan (0.5-20) converged normally after 24 iterations
##
## Number of observations 1008
##
## Estimator ML
## Minimum Function Test Statistic 0.000
## Degrees of freedom 0
##
## Parameter Estimates:
##
## Information Expected
## Standard Errors Standard
##
## Regressions:
## Estimate Std.Err Z-value P(>|z|)
## eWTR ~
## gift (c) 0.002 0.000 10.093 0.000
## disgust (b) -0.039 0.006 -6.631 0.000
## disgust ~
## gift (a) -0.016 0.001 -13.615 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## eWTR 0.030 0.001 22.450 0.000
## disgust 0.841 0.037 22.450 0.000
##
## Defined Parameters:
## Estimate Std.Err Z-value P(>|z|)
## indirect 0.001 0.000 5.962 0.000
## direct 0.002 0.000 10.093 0.000
## total 0.003 0.000 13.533 0.000