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Modeling market share of K brands across stores with store-level covariates (price, promotion). Baseline µ captures average share; B shows how promotion shifts log-ratios (thus relative shares); φ indicates how consistent stores are around the baseline.

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: Remember, artistic styles vary greatly. Proportions are often exaggerated or altered for effect. Modeling market share of K brands across stores