Murine genetic models of obesity: type I error rates and the power of commonly used analyses as assessed by plasmode-based simulation.

Overall, the bootstrap test is recommended for small samples to avoid type I error inflation, but this benefit comes at the cost of lower power. When sample size is large enough, Welch's t test is recommended because of high power with minimal type I error inflation.