条件方差
负二项分布
差异(会计)
残余物
计量经济学
条件概率分布
伽马分布
二项分布
数学
分布(数学)
统计
计算机科学
经济
泊松分布
算法
ARCH模型
会计
数学分析
波动性(金融)
出处
期刊:Management Science
[Institute for Operations Research and the Management Sciences]
日期:2022-04-26
卷期号:69 (3): 1929-1930
被引量:2
标识
DOI:10.1287/mnsc.2022.4422
摘要
In their 2012 paper, Bemmaor and Glady introduced the gamma/Gompertz/negative binomial distribution model for customer base analysis. Their model uses exponentially distributed interpurchase times and a Gompertz distributed customer lifetime, where the latter distribution is nonmemoryless. This comment corrects an error in their expression for the conditional expected number of individual future purchases [Formula: see text] in a forecasting interval of length [Formula: see text]. Contrary to their approach, the correct derivation of the conditional expectation must be based on the conditional survival and density functions of the lifetime distribution. Using the wrong formula leads managers to overestimate the expected future customer purchases. Further, the comment corrects the erroneous expressions for the conditional variance [Formula: see text] and the conditional mean residual lifetime [Formula: see text]. This paper was accepted by Raphael Thomadsen, marketing. Supplemental Material: The e-companion is available at https://doi.org/10.1287/mnsc.2022.4422 .
科研通智能强力驱动
Strongly Powered by AbleSci AI