Man pages for BTYDplus
Probabilistic Models for Assessing and Predicting your Customer Base

abe.GenerateDataSimulate data according to Pareto/NBD (Abe) model assumptions
abe.mcmc.DrawParametersPareto/NBD (Abe) Parameter Draws
dc.check.model.params.safeCheck Model Parameters
dc.PlotTrackingGeneric Method for Tracking Plots
elog2cbsConvert Event Log to customer-level summary statistic
elog2cumConvert Event Log to Transaction Counts
estimateRegularityEstimate Regularity in Intertransaction Timings
groceryElogEvent log for customers of an online grocery store.
mbgcnbd.cbs.LL(M)BG/CNBD-k Log-Likelihood
mbgcnbd.ConditionalExpectedTransactions(M)BG/CNBD-k Conditional Expected Transactions
mbgcnbd.EstimateParameters(M)BG/CNBD-k Parameter Estimation
mbgcnbd.Expectation(M)BG/CNBD-k Expectation
mbgcnbd.ExpectedCumulativeTransactions(M)BG/CNBD-k Expected Cumulative Transactions
mbgcnbd.GenerateDataSimulate data according to (M)BG/CNBD-k model assumptions
mbgcnbd.PAlive(M)BG/CNBD-k P(alive)
mbgcnbd.PlotFrequencyInCalibration(M)BG/CNBD-k Plot Frequency in Calibration Period
mbgcnbd.PlotTrackingCum(M)BG/CNBD-k Tracking Cumulative Transactions Plot
mbgcnbd.PlotTrackingInc(M)BG/CNBD-k Tracking Incremental Transactions Comparison
mbgcnbd.pmf(M)BG/CNBD-k Probability Mass Function
mcmc.DrawFutureTransactionsDraws number of future transactions based on MCMC parameter...
mcmc.ExpectationUnconditional Expectation for Pareto/GGG, Pareto/NBD (HB) and...
mcmc.ExpectedCumulativeTransactionsExpected Cumulative Transactions for Pareto/GGG, Pareto/NBD...
mcmc.PActiveCalculates P(active) based on drawn future transactions.
mcmc.PAliveCalculates P(alive) based on MCMC parameter draws
mcmc.PlotFrequencyInCalibrationFrequency in Calibration Period for Pareto/GGG, Pareto/NBD...
mcmc.plotPActiveDiagnosticDraw diagnostic plot to inspect error in P(active).
mcmc.PlotTrackingCumTracking Cumulative Transactions Plot for Pareto/GGG,...
mcmc.PlotTrackingIncTracking Incremental Transactions Plot for Pareto/GGG,...
mcmc.pmfProbability Mass Function for Pareto/GGG, Pareto/NBD (HB) and...
mcmc.setBurnin(Re-)set burnin of MCMC chains.
nbd.cbs.LLCalculate the log-likelihood of the NBD model
nbd.ConditionalExpectedTransactionsNBD Conditional Expected Transactions
nbd.EstimateParametersParameter Estimation for the NBD model
nbd.GenerateDataSimulate data according to NBD model assumptions
nbd.LLCalculate the log-likelihood of the NBD model
pggg.GenerateDataSimulate data according to Pareto/GGG model assumptions
pggg.mcmc.DrawParametersPareto/GGG Parameter Draws
pggg.plotRegularityRateHeterogeneityPareto/GGG Plot Regularity Rate Heterogeneity
plotTimingPatternsPlot timing patterns of sampled customers
pnbd.GenerateDataSimulate data according to Pareto/NBD model assumptions
pnbd.mcmc.DrawParametersPareto/NBD (HB) Parameter Draws
BTYDplus documentation built on May 29, 2017, 10:38 p.m.