Table 3

Power estimates from testing the null of no difference between paired outcomes by different methods over M=2000 MC replicates

Sample sizePaired t-testSigned-rank testGLMM (Poisson)GLMM (NB)GEEGEE (log-link)
Dispersion parameterEmbedded Image
n=100.0570.0600.4060.1940.1200.178
n=250.1020.1000.4950.1510.1320.159
n=500.1900.1880.5550.2140.2090.227
n=1000.3440.3100.7180.3440.3600.373
n=2000.5990.5550.8970.5830.6070.611
Dispersion parameterEmbedded Image
n=100.1190.1040.1720.1610.2050.222
n=250.2660.2600.3330.3200.3210.331
n=500.5060.4900.5590.5460.5350.539
n=1000.8340.8180.8610.8580.8420.842
n=2000.9810.9800.9880.9870.9830.983
  • GEE, generalised estimating equation; GLMM, generalised linear mixed-effects model; MC, Monte Carlo; NB, negative binomial.