CLVTools
CLVTools copied to clipboard
bachmannpatrick
R-Package for estimating CLV
Use the already implemented improvements for high-frequency transaction data for the LL of the - Standard Pareto/NBD model - Extended Pareto/NBD model also to improve the prediction function of these...
Optimize the calculations for the Likelihood and prediction functions of the Extended Pareto/NBD model
Do and document mathematical derviation of DERT for BG/NBD model and implement it
Add shiny dashboard to visualize results and allow more granular inspection of individual-level CLVs as well as cohort-level customer equity (aggregated CLVs)
Are S4 methods needed where only S3 methods exist? Are S3 methods needed where only S4 methods exist? Reference: https://stackoverflow.com/questions/32512785/properly-specify-s4-generics - [ ] plot (data, fitted) - [ ] predict...
Integrate the functionality of the package RcppEigen - [ ] Package setup - [ ] pnbd_LL - [ ] pnbd_CET - [ ] pnbd_DERT - [ ] pnbd_palive - [...
Implement the option to consider "activity cues" to improve the prediction of PAlive of the Pareto/NBD model, see e.g., https://www.sciencedirect.com/science/article/abs/pii/S0148296313003019 Thus the right-censored time period get smaller compared to the...
Implement GWeibull/NBD model as discussed here: https://link.springer.com/article/10.1007/s40304-018-0137-x
Add function to call procedures for simulating data according to specified processes - [ ] BG/NBD process without covariates - [ ] BG/NBD process with time-invariant covariates - [ ]...
Hi I am trying to figure out how to use CLVTools for SaaS subscription business but all the examples are one-time transactions. Can this tool be used for SaaS? The...
