Bayesian Assessment of Casino Promotions

Ashok K. Singh
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Abstract

Casinos use Cash (Free Play), Direct Mail and E-Mail Blasts, Buffet coupons, and Hotel Marketing among other offers in order to retain their loyal customers and also to invite new players to join their loyalty club. This study assessed the effectiveness of such promotions in terms of generated gaming revenues. Data from two mid-size casinos are used for this purpose. The method of Bayesian general linear models is used to determine the effects of various promotions on gaming revenue streams. Several promotion types were shown to have a significant impact on gaming revenue streams.
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赌场促销的贝叶斯评估
赌场利用现金(免费游戏)、直邮和电子邮件群发、自助餐优惠券和酒店营销等优惠活动来留住忠实客户,并邀请新玩家加入其忠诚俱乐部。本研究评估了此类促销活动在创造博彩收入方面的效果。为此使用了两家中型赌场的数据。采用贝叶斯一般线性模型的方法来确定各种促销活动对博彩收入流的影响。结果表明,几种促销类型对博彩收入流产生了重大影响。
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