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M TiTianus, PToleMy and “s T GreaT s r€¦ · But most importantly, the Parthians assiduously pro-tected their monopoly of the trade in silk with the Ro-man state and could not Documents

T he “Stone Tower” (Λίθινος πύργος) is mentioned as the most important landmark on the Great Silk Road in the famous “Geographical Guide” of Clau- dius…

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Bias Variance Trade-owguo/Math344_2012/Math344_Chapter 2.pdfSample Variance Estimator: s2 = P n i=1 (Y i Y i)2 ... from previous slide = X k iY i where k i = (X i X ) P (X i X )2. Documents

Bias Variance Trade-off I The mean squared error of an estimator MSE θ̂ = Eθ̂ − θ2 I Can be re-expressed MSE θ̂ = Varθ̂ + Bθ̂2 MSE = VAR + BIAS2 Proof MSE θ̂…

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