Sample size | Paired t-test | Signed-rank test | GLMM (Poisson) | GLMM (NB) | GEE | GEE (log-link) |
Dispersion parameter | ||||||
n=10 | 0.057 | 0.060 | 0.406 | 0.194 | 0.120 | 0.178 |
n=25 | 0.102 | 0.100 | 0.495 | 0.151 | 0.132 | 0.159 |
n=50 | 0.190 | 0.188 | 0.555 | 0.214 | 0.209 | 0.227 |
n=100 | 0.344 | 0.310 | 0.718 | 0.344 | 0.360 | 0.373 |
n=200 | 0.599 | 0.555 | 0.897 | 0.583 | 0.607 | 0.611 |
Dispersion parameter | ||||||
n=10 | 0.119 | 0.104 | 0.172 | 0.161 | 0.205 | 0.222 |
n=25 | 0.266 | 0.260 | 0.333 | 0.320 | 0.321 | 0.331 |
n=50 | 0.506 | 0.490 | 0.559 | 0.546 | 0.535 | 0.539 |
n=100 | 0.834 | 0.818 | 0.861 | 0.858 | 0.842 | 0.842 |
n=200 | 0.981 | 0.980 | 0.988 | 0.987 | 0.983 | 0.983 |
GEE, generalised estimating equation; GLMM, generalised linear mixed-effects model; MC, Monte Carlo; NB, negative binomial.