The best replacement for likelihood is probability.

The best alternatives to likelihood are rated as following:
★★★★★  probability
★★★  likeliness
★★  likelihood
★★  bayesian
★  log likelihood
★  severity
★  posterior probability
★  consequence
★  least squares
★  probability difference
★  odds
★  odds ratio
★  possibility
★  likely hood
  parsimony
  likelyhood
  low likelihood
  principal component analysis
  bayesian analysis
  odd ratio
  maximum parsimony
  neighbor joining
  ols

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