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What is the actual number of independent parameters which need to be estimated in P dimensional Gaussian distribution model?

A. p

B. 2p

C. $$\frac{{{\text{p}}\left( {{\text{p}} + 1} \right)}}{2}$$

D. $$\frac{{{\text{p}}\left( {{\text{p}} + 3} \right)}}{2}$$

Answer: Option D


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