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By ensuring proportional illustration of each stratum during the sample, stratified sampling delivers far more accurate and trustworthy final results, notably when working with diverse or heterogeneous populations.
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Graphical Answer towards the farmer example – immediately after shading areas violating the ailments, the vertex of your unshaded region with the dashed line farthest from the origin presents the exceptional blend (its lying on the pesticide and land strains implies that pesticide and land limit revenue) Suppose that a farmer features a bit of farm land, say L km2, to get planted with either wheat or barley or some mixture of The 2. The farmer incorporates a restricted quantity of fertilizer, File kilograms, and pesticide, P kilograms. Every square kilometer of wheat needs F1 kilograms of fertilizer and P1 kilograms of pesticide, while every single sq. kilometer of barley involves F2 kilograms of fertilizer and P2 kilograms of pesticide.
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in this case) is referred to as the target function. The constraints A x ≤ b displaystyle Amathbf x leq mathbf b