The best replacement for two way anova is one way anova.

The best alternatives to two way anova are rated as following:
★★★★★  one way anova
★★  ancova
★★  manova
★  three way anova
★  factorial anova
  repeated measures
  two factor anova
  repeated measures anova
  t-test

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