standardizedSolution: Standardized Solution In lavaan: Latent Variable Analysis

Description

Standardized solution of a latent variable model.

Usage

 ```1 2 3 4 5``` ```standardizedSolution(object, type = "std.all", se = TRUE, zstat = TRUE, pvalue = TRUE, ci = TRUE, level = 0.95, cov.std = TRUE, remove.eq = TRUE, remove.ineq = TRUE, remove.def = FALSE, partable = NULL, GLIST = NULL, est = NULL, output = "data.frame") ```

Arguments

 `object` An object of class `lavaan`. `type` If `"std.lv"`, the standardized estimates are on the variances of the (continuous) latent variables only. If `"std.all"`, the standardized estimates are based on both the variances of both (continuous) observed and latent variables. If `"std.nox"`, the standardized estimates are based on both the variances of both (continuous) observed and latent variables, but not the variances of exogenous covariates. `se` Logical. If TRUE, standard errors for the standardized parameters will be computed, together with a z-statistic and a p-value. `zstat` Logical. If `TRUE`, an extra column is added containing the so-called z-statistic, which is simply the value of the estimate divided by its standard error. `pvalue` Logical. If `TRUE`, an extra column is added containing the pvalues corresponding to the z-statistic, evaluated under a standard normal distribution. `ci` If `TRUE`, simple symmetric confidence intervals are added to the output `level` The confidence level required. `cov.std` Logical. If TRUE, the (residual) observed covariances are scaled by the square root of the ‘Theta’ diagonal elements, and the (residual) latent covariances are scaled by the square root of the ‘Psi’ diagonal elements. If FALSE, the (residual) observed covariances are scaled by the square root of the diagonal elements of the observed model-implied covariance matrix (Sigma), and the (residual) latent covariances are scaled by the square root of diagonal elements of the model-implied covariance matrix of the latent variables. `remove.eq` Logical. If TRUE, filter the output by removing all rows containing equality constraints, if any. `remove.ineq` Logical. If TRUE, filter the output by removing all rows containing inequality constraints, if any. `remove.def` Logical. If TRUE, filter the ouitput by removing all rows containing parameter definitions, if any. `GLIST` List of model matrices. If provided, they will be used instead of the GLIST inside the object@Model slot. `est` Numeric. Parameter values (as in the ‘est’ column of a parameter table). If provided, they will be used instead of the parameters that can be extract from object. `partable` A custom `list` or `data.frame` in which to store the standardized parameter values. If provided, it will be used instead of the parameter table inside the object@ParTable slot. `output` Character. If `"data.frame"`, the parameter table is displayed as a standard (albeit lavaan-formatted) data.frame. If `"text"` (or alias `"pretty"`), the parameter table is prettyfied, and displayed with subsections (as used by the summary function).

Value

A data.frame containing standardized model parameters.

Note

The `est`, `GLIST`, and `partable` arguments are not meant for everyday users, but for authors of external R packages that depend on `lavaan`. Only to be used with great caution.

Examples

 ```1 2 3 4 5 6``` ```HS.model <- ' visual =~ x1 + x2 + x3 textual =~ x4 + x5 + x6 speed =~ x7 + x8 + x9 ' fit <- cfa(HS.model, data=HolzingerSwineford1939) standardizedSolution(fit) ```

Example output

```This is lavaan 0.5-23.1097
lavaan is BETA software! Please report any bugs.
lhs op     rhs est.std    se      z pvalue
1   visual =~      x1   0.772 0.055 14.041      0
2   visual =~      x2   0.424 0.060  7.105      0
3   visual =~      x3   0.581 0.055 10.539      0
4  textual =~      x4   0.852 0.023 37.776      0
5  textual =~      x5   0.855 0.022 38.273      0
6  textual =~      x6   0.838 0.023 35.881      0
7    speed =~      x7   0.570 0.053 10.714      0
8    speed =~      x8   0.723 0.051 14.309      0
9    speed =~      x9   0.665 0.051 13.015      0
10      x1 ~~      x1   0.404 0.085  4.763      0
11      x2 ~~      x2   0.821 0.051 16.246      0
12      x3 ~~      x3   0.662 0.064 10.334      0
13      x4 ~~      x4   0.275 0.038  7.157      0
14      x5 ~~      x5   0.269 0.038  7.037      0
15      x6 ~~      x6   0.298 0.039  7.606      0
16      x7 ~~      x7   0.676 0.061 11.160      0
17      x8 ~~      x8   0.477 0.073  6.531      0
18      x9 ~~      x9   0.558 0.068  8.208      0
19  visual ~~  visual   1.000 0.000     NA     NA
20 textual ~~ textual   1.000 0.000     NA     NA
21   speed ~~   speed   1.000 0.000     NA     NA
22  visual ~~ textual   0.459 0.064  7.189      0
23  visual ~~   speed   0.471 0.073  6.461      0
24 textual ~~   speed   0.283 0.069  4.117      0
```

lavaan documentation built on March 10, 2021, 5:05 p.m.