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The path coefficients can be standardised (shortened output):
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```{r eval = FALSE}
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> st.fit <- gsem.stpar(fit)
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> print(st.fit)
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$stand.model.out
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label stand.estimates stand.se Z p
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|
1 a11 -0.596502229 0.016233733 -36.7446127 1.417362e-295
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2 a21 -0.429354966 0.020456160 -20.9890304 8.261383e-98
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3 a31 -0.434003098 0.019542251 -22.2084494 2.845907e-109
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4 a41 -0.268071735 0.024887619 -10.7712891 4.703688e-27
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5 a22 -0.646705353 0.011739313 -55.0888607 0.000000e+00
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6 a32 -0.434225891 0.014761620 -29.4158701 3.441759e-190
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7 a42 -0.433830407 0.018983259 -22.8533157 1.354554e-115
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8 a33 0.466701710 0.013216780 35.3113009 3.939089e-273
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9 a43 -0.016722540 0.024694677 -0.6771718 4.982969e-01
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10 a44 0.700062328 0.012710221 55.0786896 0.000000e+00
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11 e11 -0.802611420 0.012064939 -66.5242831 0.000000e+00
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12 e21 -0.306772929 0.012940717 -23.7060220 3.125266e-124
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13 e31 -0.468700852 0.012081674 -38.7943628 0.000000e+00
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14 e41 0.007171812 0.011697423 0.6131104 5.398033e-01
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15 e22 0.550742107 0.009617573 57.2641473 0.000000e+00
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16 e32 -0.057491151 0.010016353 -5.7397289 9.482821e-09
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17 e42 -0.019455060 0.011964987 -1.6259993 1.039498e-01
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18 e33 0.426957819 0.008330528 51.2521942 0.000000e+00
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19 e43 -0.024300758 0.012391052 -1.9611537 4.986110e-02
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20 e44 -0.498539222 0.010093805 -49.3906111 0.000000e+00
|
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$k
|
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[1] 4
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$n
|
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[1] 20000
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$model
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[1] "Cholesky"
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$con
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NULL
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|
$ph.nms
|
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|
[1] "Y1" "Y2" "Y3" "Y4"
|
|
|
```
|
|
|
|
|
|
The standardised variance is:
|
|
|
|
|
|
```{r eval=FALSE}
|
|
|
> st.var.fit <- gsem.var(st.fit)
|
|
|
> print(st.var.fit)
|
|
|
$VA
|
|
|
1 2 3 4
|
|
|
Y1 0.3558149 0.2561112 0.2588838 0.1599054
|
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|
Y2 0.2561112 0.6025735 0.4671576 0.3956584
|
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|
Y3 0.2588838 0.4671576 0.5947213 0.2969199
|
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Y4 0.1599054 0.3956584 0.2969199 0.7504382
|
|
|
|
|
|
$VA.se
|
|
|
1 2 3 4
|
|
|
Y1 0.01936692 0.01501072 0.01589623 0.01481065
|
|
|
Y2 0.01501072 0.01344962 0.01252746 0.01320059
|
|
|
Y3 0.01589623 0.01252746 0.01377554 0.01417036
|
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|
Y4 0.01481065 0.01320059 0.01417036 0.01000981
|
|
|
|
|
|
$VE
|
|
|
1 2 3 4
|
|
|
Y1 0.644185091 0.24621946 0.37618466 -0.005756178
|
|
|
Y2 0.246219456 0.39742650 0.11212194 -0.012914839
|
|
|
Y3 0.376184656 0.11212194 0.40527870 -0.012618339
|
|
|
Y4 -0.005756178 -0.01291484 -0.01261834 0.249561817
|
|
|
|
|
|
$VE.se
|
|
|
1 2 3 4
|
|
|
Y1 0.019366916 0.012115870 0.013465601 0.009385665
|
|
|
Y2 0.012115870 0.013449618 0.009581551 0.007494475
|
|
|
Y3 0.013465601 0.009581551 0.013775535 0.007600587
|
|
|
Y4 0.009385665 0.007494475 0.007600587 0.010009812
|
|
|
|
|
|
$VP
|
|
|
1 2 3 4
|
|
|
Y1 1.0000000 0.5023307 0.6350685 0.1541492
|
|
|
Y2 0.5023307 1.0000000 0.5792795 0.3827435
|
|
|
Y3 0.6350685 0.5792795 1.0000000 0.2843016
|
|
|
Y4 0.1541492 0.3827435 0.2843016 1.0000000
|
|
|
|
|
|
$RG
|
|
|
1 2 3 4
|
|
|
Y1 1.0000000 0.553110 0.5627767 0.3094522
|
|
|
Y2 0.5531100 1.000000 0.7803720 0.5883800
|
|
|
Y3 0.5627767 0.780372 1.0000000 0.4444523
|
|
|
Y4 0.3094522 0.588380 0.4444523 1.0000000
|
|
|
|
|
|
$RG.se
|
|
|
1 2 3 4
|
|
|
Y1 7.209226e-18 2.354325e-02 2.121442e-02 2.863522e-02
|
|
|
Y2 2.354325e-02 4.542180e-18 1.479096e-02 1.851946e-02
|
|
|
Y3 2.121442e-02 1.479096e-02 5.454486e-18 2.069598e-02
|
|
|
Y4 2.863522e-02 1.851946e-02 2.069598e-02 4.092585e-18
|
|
|
|
|
|
$RE
|
|
|
1 2 3 4
|
|
|
Y1 1.00000000 0.48661851 0.73623906 -0.01435621
|
|
|
Y2 0.48661851 1.00000000 0.27937355 -0.04100828
|
|
|
Y3 0.73623906 0.27937355 1.00000000 -0.03967676
|
|
|
Y4 -0.01435621 -0.04100828 -0.03967676 1.00000000
|
|
|
|
|
|
$RE.se
|
|
|
1 2 3 4
|
|
|
Y1 0.00000000 1.675409e-02 1.044538e-02 2.341725e-02
|
|
|
Y2 0.01675409 4.271060e-18 2.052641e-02 2.389309e-02
|
|
|
Y3 0.01044538 2.052641e-02 6.732149e-18 2.394314e-02
|
|
|
Y4 0.02341725 2.389309e-02 2.394314e-02 4.512840e-18
|
|
|
|
|
|
``` |
|
|
\ No newline at end of file |