Research Article
Assessing Heterogeneity for Factor Analysis Model with Continuous and Ordinal Outcomes
Table 1
Summary of the estimates under the parametric, partly exchangeable, and semiparametric approaches in analyzing simulated data: mixture data.
| Para. | PARA | PAEX | SEMI | BIAS | RMS | SD | BIAS | RMS | SD | BIAS | RMS | SD |
| | 0.130 | 0.136 | 0.043 | 0.216 | 0.171 | 0.047 | −0.022 | 0.066 | 0.070 | | 0.131 | 0.138 | 0.043 | 0.212 | 0.181 | 0.047 | −0.026 | 0.080 | 0.070 | | 0.140 | 0.147 | 0.046 | 0.263 | 0.164 | 0.072 | −0.015 | 0.093 | 0.092 | | 0.144 | 0.150 | 0.046 | 0.266 | 0.152 | 0.071 | −0.012 | 0.098 | 0.092 | | 0.060 | 0.091 | 0.040 | −0.110 | 0.014 | 0.052 | 0.007 | 0.062 | 0.038 | | 0.070 | 0.085 | 0.033 | −0.216 | 0.050 | 0.060 | 0.007 | 0.067 | 0.040 | | 0.070 | 0.098 | 0.040 | −0.113 | 0.016 | 0.051 | 0.008 | 0.056 | 0.038 | | 0.077 | 0.095 | 0.032 | −0.186 | 0.038 | 0.059 | 0.013 | 0.062 | 0.042 | | 0.062 | 0.092 | 0.040 | −0.118 | 0.016 | 0.051 | 0.013 | 0.069 | 0.038 | | 0.083 | 0.098 | 0.032 | −0.184 | 0.037 | 0.059 | 0.018 | 0.070 | 0.042 |
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