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. Author manuscript; available in PMC: 2014 May 1.
Published in final edited form as: Br J Math Stat Psychol. 2012 May 29;66(2):245–276. doi: 10.1111/j.2044-8317.2012.02050.x

Table 3.

Simulation Results: Unidimensional Model, Null Condition

K N reps M2
RMSEA
rejection rates
df Mean Var Mean (90% CI) .150 .100 .050 .010
test statistic based on full one- and two-way marginal tables (M2)
2 750 1000 90 90.9 183.4 .006 (.000,.019) .164 .104 .053 .016
1500 1000 90 89.9 162.0 .004 (.000,.013) .133 .075 .044 .008
3 750 1000 405 399.8 781.8 .003 (.000,.011) .099 .062 .032 .009
1500 1000 405 396.2 794.8 .002 (.000,.008) .082 .063 .031 .005
4 750 1000 930 904.8 1857.9 .002 (.000,.008) .055 .033 .010 .002
1500 1000 930 903.5 1716.1 .001 (.000,.006) .054 .034 .015 .001
5 750 1000 1665 1622.1 3380.4 .001 (.000,.007) .042 .020 .010 .001
1500 1000 1665 1619.6 3320.3 .001 (.000,.004) .033 .022 .008 .000

test statistic based on reduced one- and two-way marginal tables( M2)
3 750 1000 75 75.7 158.5 .006 (.000,.020) .160 .106 .061 .020
1500 1000 75 75.5 149.8 .004 (.000,.014) .155 .103 .053 .012
4 750 1000 60 60.2 120.2 .006 (.000,.021) .159 .106 .056 .010
1500 1000 60 60.4 129.4 .005 (.000,.015) .165 .117 .056 .012
5 750 1000 45 45.0 95.5 .007 (.000,.023) .150 .105 .057 .019
1500 1000 45 45.1 91.7 .005 (.000,.016) .158 .106 .052 .012

Notes. K is the number of categories. N is the sample size. The number of valid (converged and stable) solutions are reported under the column heading “reps.” The reference distribution of M2 and M2 statistics is central chi-square with df degrees of freedom. Note that M2 is equivalent to M2 when K is 2.