Question

p(x|θ) is also known as the __________________.


Probability
Estimation
Variance
Likelihood

Answer 1

Explanation:

Estimation is the required and right answer

Answer 2

P(x|θ) is also known as Likelihood function.

Explanation:

• According to statistics, the likelihood function can be formed from the data sample’s joint probability where it is provided with certain set of model parametric values.  

• This likelihood function can be defined as a hyper surface where the peak exists always represents the combination of the parameter values which maximize the probability of the given data sample.  

• The procedure for getting this maximum argument can be known as maximum likelihood estimation.

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