Table 6.
Simulation Results: Bifactor model, Power at .05 Alpha Level
| K | N | df | null model
|
TKL10
|
TKL30
|
||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| M | RMSEA (90% CI) | rej | M | RMSEA (90% CI) | rej | M | RMSEA (90% CI) | rej | |||
| test statistic based on full one- and two-way marginal tables (M2) | |||||||||||
| 2 | 750 | 75 | 74.4 | .006 (.000,.019) | .049 | 77.6 | .007 (.000,.020) | .070 | 104.6 | .022 (.010,.032) | .694 |
| 1500 | 75 | 74.7 | .004 (.000,.013) | .044 | 77.7 | .005 (.000,.015) | .087 | 105.1 | .016 (.007,.023) | .695 | |
| 3 | 750 | 390 | 390.1 | .004 (.000,.012) | .047 | 397.5 | .005 (.000,.014) | .082 | 458.1 | .015 (.007,.021) | .734 |
| 1500 | 390 | 389.8 | .003 (.000,.009) | .039 | 406.5 | .005 (.000,.011) | .133 | 529.0 | .015 (.012,.019) | .996 | |
| 4 | 750 | 915 | 888.7 | .002 (.000,.008) | .009 | 901.1 | .002 (.000,.009) | .020 | 974.0 | .009 (.000,.014) | .383 |
| 1500 | 915 | 891.2 | .001 (.000,.006) | .010 | 908.6 | .002 (.000,.007) | .046 | 1061.2 | .010 (.007,.013) | .938 | |
| 5 | 750 | 1650 | 1601.5 | .001 (.000,.006) | .008 | 1614.3 | .001 (.000,.007) | .008 | 1698.1 | .006 (.000,.011) | .203 |
| 1500 | 1650 | 1604.8 | .001 (.000,.004) | .007 | 1625.1 | .001 (.000,.006) | .018 | 1796.8 | .007 (.004,.010) | .783 | |
|
| |||||||||||
| test statistic based on reduced one- and two-way marginal tables ( ) | |||||||||||
| 3 | 750 | 60 | 59.4 | .006 (.000,.021) | .052 | 64.3 | .009 (.000,.024) | .111 | 106.8 | .032 (.020,.042) | .941 |
| 1500 | 60 | 59.4 | .004 (.000,.014) | .042 | 70.3 | .009 (.000,.019) | .220 | 153.8 | .032 (.025,.038) | .999 | |
| 4 | 750 | 45 | 45.2 | .007 (.000,.023) | .059 | 50.2 | .011 (.000,.026) | .129 | 84.3 | .033 (.020,.045) | .925 |
| 1500 | 45 | 45.1 | .005 (.000,.015) | .042 | 56.2 | .011 (.000,.022) | .303 | 121.6 | .033 (.025,.041) | .996 | |
| 5 | 750 | 30 | 29.8 | .006 (.000,.024) | .055 | 33.3 | .011 (.000,.030) | .125 | 60.4 | .035 (.018,.050) | .872 |
| 1500 | 30 | 30.1 | .004 (.000,.017) | .047 | 37.1 | .011 (.000,.024) | .237 | 93.0 | .037 (.027,.047) | .997 | |
Notes. K is the number of categories. N is the sample size. The reference distribution of M2 and statistics is central chi-square with df degrees of freedom. Note that M2 is equivalent to when K is 2. Means are reported under M and the empirical rejection rates at alpha level of .05 are shown under column heading “rej.”