Create a report for lavaan objects.
Usage
# S3 method for lavaan
report(x, ...)
# S3 method for lavaan
report_performance(x, table = NULL, ...)Arguments
- x
Object of class
lavaan.- ...
Arguments passed to or from other methods.
- table
Provide the output of
report_table()to avoid its re-computation.
Value
An object of class report().
See also
Specific components of reports (especially for stats models):
Other types of reports:
Methods:
Template file for supporting new models:
Examples
# \donttest{
# Structural Equation Models (SEM)
library(lavaan)
#> This is lavaan 0.6-17
#> lavaan is FREE software! Please report any bugs.
structure <- "ind60 =~ x1 + x2 + x3
dem60 =~ y1 + y2 + y3
dem60 ~ ind60"
model <- lavaan::sem(structure, data = PoliticalDemocracy)
r <- report(model)
#> [1] "Support for lavaan not fully implemented yet :("
r
#> [1] "Support for lavaan not fully implemented yet :("
summary(r)
#> Length Class Mode
#> 1 character character
as.data.frame(r)
#> r
#> 1 Support for lavaan not fully implemented yet :(
summary(as.data.frame(r))
#> r
#> Length:1
#> Class :character
#> Mode :character
# Specific reports
suppressWarnings(report_table(model))
#> Parameter | Coefficient | 95% CI | z | p | Component | Fit
#> ----------------------------------------------------------------------------------
#> ind60 =~ x1 | 1.00 | [1.00, 1.00] | | < .001 | Loading |
#> ind60 =~ x2 | 2.18 | [1.91, 2.45] | 15.59 | < .001 | Loading |
#> ind60 =~ x3 | 1.82 | [1.52, 2.12] | 11.96 | < .001 | Loading |
#> dem60 =~ y1 | 1.00 | [1.00, 1.00] | | < .001 | Loading |
#> dem60 =~ y2 | 1.04 | [0.66, 1.43] | 5.33 | < .001 | Loading |
#> dem60 =~ y3 | 0.98 | [0.65, 1.30] | 5.89 | < .001 | Loading |
#> dem60 ~ ind60 | 1.37 | [0.53, 2.21] | 3.20 | 0.001 | Regression |
#> | | | | | |
#> Chi2 | | | | | | 7.98
#> Chi2_df | | | | | | 8.00
#> p_Chi2 | | | | | | 0.44
#> p_Baseline | | | | | | 0.00
#> GFI | | | | | | 0.97
#> AGFI | | | | | | 0.91
#> NFI | | | | | | 0.97
#> NNFI | | | | | | 1.00
#> CFI | | | | | | 1.00
#> RMSEA | | | | | | 0.00
#> RMSEA_CI_low | | | | | | 0.00
#> RMSEA_CI_high | | | | | | 0.14
#> p_RMSEA | | | | | | 0.57
#> RMR | | | | | | 0.10
#> SRMR | | | | | | 0.03
#> RFI | | | | | | 0.95
#> PNFI | | | | | | 0.52
#> IFI | | | | | | 1.00
#> RNI | | | | | | 1.00
#> Loglikelihood | | | | | | -778.27
#> AIC | | | | | | 1582.54
#> BIC | | | | | | 1612.67
#> BIC (adj.) | | | | | | 1571.69
suppressWarnings(report_performance(model))
#> The model is not significantly different from a baseline model (Chi2(8) = 7.98,
#> p = 0.435). The GFI (.97 > .95) suggest a satisfactory fit., The model is not
#> significantly different from a baseline model (Chi2(8) = 7.98, p = 0.435). The
#> AGFI (.91 > .90) suggest a satisfactory fit., The model is not significantly
#> different from a baseline model (Chi2(8) = 7.98, p = 0.435). The NFI (.97 >
#> .90) suggest a satisfactory fit., The model is not significantly different from
#> a baseline model (Chi2(8) = 7.98, p = 0.435). The NNFI (.00 > .90) suggest a
#> satisfactory fit., The model is not significantly different from a baseline
#> model (Chi2(8) = 7.98, p = 0.435). The CFI (.00 > .90) suggest a satisfactory
#> fit., The model is not significantly different from a baseline model (Chi2(8) =
#> 7.98, p = 0.435). The RMSEA (.00 < .05) suggest a satisfactory fit., The model
#> is not significantly different from a baseline model (Chi2(8) = 7.98, p =
#> 0.435). The SRMR (.03 < .08) suggest a satisfactory fit., The model is not
#> significantly different from a baseline model (Chi2(8) = 7.98, p = 0.435). The
#> RFI (.95 > .90) suggest a satisfactory fit., The model is not significantly
#> different from a baseline model (Chi2(8) = 7.98, p = 0.435). The PNFI (.52 >
#> .50) suggest a satisfactory fit. and The model is not significantly different
#> from a baseline model (Chi2(8) = 7.98, p = 0.435). The IFI (.00 > .90) suggest
#> a satisfactory fit.
# }