Multiplication of Experiments

• If we have two experiments that are independent but depend on same theoretical parameter , then

  

• and clearly the combined likelihood is

  

• i.e., one should multiply likelihoods when combining experiments. We will apply this in the next section () to case when each Gaussian in .