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Package: BTYDplus | ||
Type: Package | ||
Title: Extension of R Package BTYD | ||
Version: 0.7.2 | ||
Date: 2016-09-07 | ||
Version: 0.8.3 | ||
Date: 2016-09-15 | ||
Authors@R: person("Michael", "Platzer", email = "[email protected]", role = c("aut", "cre")) | ||
Description: Extends the functionality of BTYD package by providing methods for | ||
parameter estimation and scoring for NBD, G/G/NBD, MBG/NBD, BG/CNBD-k and | ||
MBG/CNBD-k models, as well as MCMC samples for Pareto/NBD, | ||
Abe's Pareto/NBD variant and Pareto/GGG. | ||
Description: This package provides advanced statistical methods to describe and predict | ||
customer's purchase behavior. It uses historic transaction records to fit a probabilistic model, | ||
which then allows to compute quantities of managerial interest on a cohort- as well as on a | ||
customer level (Customer Lifetime Value, Customer Equity, P(alive), etc.). This package complements | ||
the BTYD package by providing several additional buy-till-you-die models, that have been published | ||
in the marketing literature, but whose implementation are complex and non-trivial. These models are: | ||
NBD, MBG/NBD, BG/CNBD-k, MBG/CNBD-k, Pareto/NBD (HB), Pareto/NBD (Abe) and Pareto/GGG. | ||
URL: https://github.com/mplatzer/BTYDplus | ||
BugReports: https://github.com/mplatzer/BTYDplus/issues | ||
License: GPL-3 | ||
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