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University of Pennsylvania

A Recency-Only Pareto/NBD

Abstract

dc:description.abstract

This paper will examine an extension to the Pareto/NBD model commonly used in customer base analysis. The paper will demonstrate and estimate a "recency-only" version of the Pareto/NBD. The model will be fit to both real-world and simulated data and will be compared to the "recency/frequency" model. The paper finds that the model can adequately recover parameters in a variety of settings, but in some cases may predict poorly.

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Rajagopalan, Rohan
Advisor dc:contributor.advisor
  • Peter Fader

Identifiers

dc:identifier.*
Repository record dc:identifier.uri
https://repository.upenn.edu/handle/20.500.14332/37876
OAI identifier oai:identifier
oai:repository.upenn.edu:20.500.14332/37876

Chain of custody

source
Harvested from
University of Pennsylvania
Base URL
repository.upenn.edu/server/oai/request
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
related terms
citation

Rajagopalan, Rohan. A Recency-Only Pareto/NBD. 2018. https://repository.upenn.edu/handle/20.500.14332/37876