Table 5.
Simulation Results: Unidimensional 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 | 90 | 90.9 | .006 (.000,.019) | .053 | 100.1 | .011 (.000,.023) | .186 | 180.7 | .036 (.028,.044) | .997 |
1500 | 90 | 89.9 | .004 (.000,.013) | .044 | 100.2 | .008 (.000,.016) | .189 | 180.1 | .026 (.019,.032) | .998 | |
3 | 750 | 405 | 399.8 | .003 (.000,.011) | .032 | 425.5 | .007 (.000,.015) | .194 | 620.1 | .026 (.022,.031) | 1.000 |
1500 | 405 | 396.2 | .002 (.000,.008) | .031 | 451.4 | .008 (.000,.013) | .483 | 841.5 | .027 (.024,.030) | 1.000 | |
4 | 750 | 930 | 904.8 | .002 (.000,.008) | .010 | 937.2 | .004 (.000,.011) | .077 | 1180.6 | .019 (.015,.022) | .999 |
1500 | 930 | 903.5 | .001 (.000,.006) | .015 | 973.1 | .005 (.000,.009) | .259 | 1462.2 | .019 (.017,.022) | 1.000 | |
5 | 750 | 1665 | 1622.1 | .001 (.000,.007) | .010 | 1663.9 | .003 (.000,.009) | .047 | 1933.1 | .015 (.011,.018) | .997 |
1500 | 1665 | 1619.6 | .001 (.000,.004) | .008 | 1699.9 | .003 (.000,.007) | .159 | 2246.4 | .015 (.013,.017) | 1.000 | |
| |||||||||||
test statistic based on reduced one- and two-way marginal tables ( ) | |||||||||||
3 | 750 | 75 | 75.7 | .006 (.000,.020) | .061 | 98.3 | .019 (.000,.030) | .538 | 246.0 | .055 (.046,.064) | 1.000 |
1500 | 75 | 75.5 | .004 (.000,.014) | .053 | 119.4 | .019 (.011,.026) | .886 | 413.0 | .055 (.049,.061) | 1.000 | |
4 | 750 | 60 | 60.2 | .006 (.000,.021) | .056 | 87.0 | .023 (.007,.035) | .670 | 206.2 | .057 (.045,.070) | 1.000 |
1500 | 60 | 60.4 | .005 (.000,.015) | .056 | 113.9 | .024 (.016,.031) | .971 | 337.8 | .055 (.047,.064) | 1.000 | |
5 | 750 | 45 | 45.0 | .007 (.000,.023) | .057 | 59.2 | .018 (.000,.033) | .376 | 138.7 | .052 (.041,.064) | 1.000 |
1500 | 45 | 45.1 | .005 (.000,.016) | .052 | 73.8 | .020 (.010,.028) | .799 | 232.7 | .053 (.045,.060) | 1.000 |
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.”