Standard +0.8 This question requires knowledge of pooled variance estimation formula, algebraic manipulation involving summations, and solving a resulting equation. While the concept is A-level appropriate, pooled variance is a specialized Statistics topic that requires careful application of the formula σ²_pooled = [Σ(x-x̄)² + Σ(y-ȳ)²]/(n₁+n₂-2), converting to computational form, then solving for N. The multi-step algebraic work and unfamiliarity of pooled variance in standard A-level makes this moderately challenging.
6 The independent random variables \(X\) and \(Y\) have distributions with the same variance \(\sigma ^ { 2 }\). Random samples of \(N\) observations of \(X\) and 10 observations of \(Y\) are taken, and the results are summarised by
$$\Sigma x = 5 , \quad \Sigma x ^ { 2 } = 11 , \quad \Sigma y = 10 , \quad \Sigma y ^ { 2 } = 160 .$$
These data give a pooled estimate of 12 for \(\sigma ^ { 2 }\). Find \(N\).
6 The independent random variables $X$ and $Y$ have distributions with the same variance $\sigma ^ { 2 }$. Random samples of $N$ observations of $X$ and 10 observations of $Y$ are taken, and the results are summarised by
$$\Sigma x = 5 , \quad \Sigma x ^ { 2 } = 11 , \quad \Sigma y = 10 , \quad \Sigma y ^ { 2 } = 160 .$$
These data give a pooled estimate of 12 for $\sigma ^ { 2 }$. Find $N$.
\hfill \mbox{\textit{CAIE FP2 2015 Q6 [4]}}