Maximum-likelihood estimate mathematical notation

Maximum-likelihood estimate is a recurring research-paper notation family. Selects parameter values that make the observed dataset attain the highest likelihood under the model.

Maximum-likelihood estimate: Selects parameter values that make the observed dataset attain the highest likelihood under the model. Example: Choose the parameter setting most compatible with the observed data.