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Semiparametric Analysis to Estimate the Deal Effect Curve

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Figure 5.3: Dutch food data: own-item deal effect curves a<br />

Item 3 Item 4<br />

a solid line = nonparametric estimate, dashed line = parametric B&W estimate, dotted lines = nonparametric<br />

confidence bounds (95%)<br />

Figure 5.4: Tuna data: cross-item deal effect curves a<br />

PD 3 b → S c 1 PD2→ S3<br />

a solid line = nonparametric estimate, dashed line = parametric B&W estimate, dotted lines = nonparametric<br />

confidence bounds (95%)<br />

b,c PD = Price Discount, S = Sales<br />

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