L3

Sufficient Statistics

Quant Researcher · Probability & Statistics

Question

Define a sufficient statistic via the factorisation theorem. Is the sample variance S2S^2 a sufficient statistic for σ2\sigma^2 in a N(μ,σ2)N(\mu, \sigma^2) population with μ\mu unknown? Justify your answer.