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. Author manuscript; available in PMC: 2009 Jul 14.
Published in final edited form as: J Abnorm Child Psychol. 2008 Nov;36(8):1211–1225. doi: 10.1007/s10802-008-9244-6

Table 4.

Fit Statistics for Age 2, Age 3, and Age 4 LCA Models

1-class 2-class 3-class 4-class 5-class 6-class
Age 2
  Log likelihood value −2,717.28 −2,514.25 −2,490.63 −2,473.22 −2,465.99 −2,462.72
  Number of free parameters 6 13 20 27 34 41
  Entropy NA 0.66 0.64 0.64 0.78 0.78
  BIC 5,474.15 5,114.22 5,113.13 5,124.44 5,156.15 5,195.74
  Adj BIC 5,455.10 5,072.94 5,049.62 5,038.71 5,048.19 5,065.56
  BLRT NA 406.09* 47.24* 34.84* 14.45 6.56
Age 3
  Log likelihood value −2,258.88 −1,997.67 −1,976.98 −1,959.06 −1,953.55 −1,949.51
  Number of free parameters 6 13 20 27 34 41
  Entropy NA 0.76 0.70 0.71 0.74 0.77
  BIC 4,556.63 4,079.55 4,083.54 4,093.04 4,127.38 4,164.64
  Adj BIC 4,537.58 4,038.28 4,020.04 4,007.31 4,019.43 4,034.47
  BLRT NA 522.42* 41.37* 35.85* 11.01 8.08
Age 4
  Log likelihood value −2,053.77 −1,797.87 −1,779.43 −1,769.38 −1,763.90 −1,759.25
  Number of free parameters 6 13 20 27 34 41
  Entropy NA 0.79 0.71 0.73 0.66 0.75
  BIC 4,146.12 3,679.75 3,687.41 3,712.32 3,746.35 3,782.05
  Adj BIC 4,127.07 3,638.04 3,623.92 3,626.60 3,638.41 3,651.88
  BLRT NA 511.80* 36.90* 20.09* 10.96 9.30

Italic indices represent best-fitting class, as indicated by that fit index.

*

p<0.05