bgnbd.PlotDropoutRateHeterogeneity: BG/NBD Plot Dropout Probability Heterogeneity
In BTYD: Implementing BTYD Models with the Log Sum Exp Patch
Description
Usage
Arguments
Value
Examples
Description
Plots and returns the estimated gamma distribution of p (customers'
probability of dropping out immediately after a transaction).
Usage
1
bgnbd.PlotDropoutRateHeterogeneity(params, lim = NULL)
Arguments
params
BG/NBD parameters - a vector with r, alpha, a, and b, in that
order. r and alpha are unobserved parameters for the NBD transaction
process. a and b are unobserved parameters for the Beta geometric dropout
process.
lim
upper-bound of the x-axis. A number is chosen by the function if
none is provided.
Value
Distribution of customers' probabilities of dropping out.
Examples
1
2
3
4
params <- c(0.243, 4.414, 0.793, 2.426)
bgnbd.PlotDropoutRateHeterogeneity(params)
params <- c(0.243, 4.414, 1.33, 2.426)
bgnbd.PlotDropoutRateHeterogeneity(params)
Example output
Loading required package: hypergeo
[,1] [,2] [,3] [,4] [,5] [,6]
x.axis.ticks 0 0.00835456 0.01670912 0.02506368 0.03341824 0.0417728
heterogeneity Inf 4.43749411 3.79826161 3.45024208 3.21112606 3.0284529
[,7] [,8] [,9] [,10] [,11] [,12]
x.axis.ticks 0.05012736 0.05848192 0.06683648 0.07519104 0.0835456 0.09190016
heterogeneity 2.88009661 2.75472288 2.64577960 2.54915080 2.4620883 2.38266926
[,13] [,14] [,15] [,16] [,17] [,18]
x.axis.ticks 0.1002547 0.1086093 0.1169638 0.1253184 0.133673 0.1420275
heterogeneity 2.3094977 2.2415291 2.1779623 2.1181696 2.061651 2.0079996
[,19] [,20] [,21] [,22] [,23] [,24]
x.axis.ticks 0.1503821 0.1587366 0.1670912 0.1754458 0.1838003 0.1921549
heterogeneity 1.9568839 1.9080271 1.8611968 1.8161962 1.7728571 1.7310346
[,25] [,26] [,27] [,28] [,29] [,30]
x.axis.ticks 0.2005094 0.208864 0.2172186 0.2255731 0.2339277 0.2422822
heterogeneity 1.6906030 1.651453 1.6134869 1.5766210 1.5407796 1.5058954
[,31] [,32] [,33] [,34] [,35] [,36]
x.axis.ticks 0.2506368 0.2589914 0.2673459 0.2757005 0.284055 0.2924096
heterogeneity 1.4719083 1.4387643 1.4064148 1.3748157 1.343927 1.3137130
[,37] [,38] [,39] [,40] [,41] [,42]
x.axis.ticks 0.3007642 0.3091187 0.3174733 0.3258278 0.3341824 0.342537
heterogeneity 1.2841397 1.2551772 1.2267977 1.1989756 1.1716873 1.144911
[,43] [,44] [,45] [,46] [,47] [,48]
x.axis.ticks 0.3508915 0.3592461 0.3676006 0.3759552 0.3843098 0.3926643
heterogeneity 1.1186272 1.0928167 1.0674624 1.0425484 1.0180597 0.9939825
[,49] [,50] [,51] [,52] [,53] [,54]
x.axis.ticks 0.4010189 0.4093734 0.4177280 0.4260826 0.4344371 0.4427917
heterogeneity 0.9703038 0.9470115 0.9240943 0.9015416 0.8793436 0.8574909
[,55] [,56] [,57] [,58] [,59] [,60]
x.axis.ticks 0.4511462 0.4595008 0.4678554 0.4762099 0.4845645 0.4929190
heterogeneity 0.8359748 0.8147872 0.7939204 0.7733671 0.7531206 0.7331746
[,61] [,62] [,63] [,64] [,65] [,66]
x.axis.ticks 0.5012736 0.5096282 0.5179827 0.5263373 0.5346918 0.5430464
heterogeneity 0.7135229 0.6941601 0.6750807 0.6562799 0.6377529 0.6194954
[,67] [,68] [,69] [,70] [,71] [,72]
x.axis.ticks 0.5514010 0.5597555 0.5681101 0.5764647 0.5848192 0.5931738
heterogeneity 0.6015032 0.5837724 0.5662995 0.5490810 0.5321138 0.5153950
[,73] [,74] [,75] [,76] [,77] [,78]
x.axis.ticks 0.6015283 0.6098829 0.6182375 0.6265920 0.6349466 0.6433011
heterogeneity 0.4989218 0.4826916 0.4667022 0.4509513 0.4354371 0.4201576
[,79] [,80] [,81] [,82] [,83] [,84]
x.axis.ticks 0.6516557 0.6600103 0.6683648 0.6767194 0.6850739 0.6934285
heterogeneity 0.4051113 0.3902968 0.3757127 0.3613581 0.3472318 0.3333333
[,85] [,86] [,87] [,88] [,89] [,90]
x.axis.ticks 0.7017831 0.7101376 0.7184922 0.7268467 0.7352013 0.7435559
heterogeneity 0.3196619 0.3062171 0.2929988 0.2800068 0.2672413 0.2547027
[,91] [,92] [,93] [,94] [,95] [,96]
x.axis.ticks 0.7519104 0.760265 0.7686195 0.7769741 0.7853287 0.7936832
heterogeneity 0.2423913 0.230308 0.2184537 0.2068294 0.1954366 0.1842770
[,97] [,98] [,99] [,100]
x.axis.ticks 0.8020378 0.8103923 0.8187469 0.8271015
heterogeneity 0.1733524 0.1626651 0.1522176 0.1420128
[,1] [,2] [,3] [,4] [,5] [,6]
x.axis.ticks 0 0.008846886 0.01769377 0.02654066 0.03538754 0.04423443
heterogeneity 0 0.818603214 1.01592281 1.14648389 1.24435334 1.32195876
[,7] [,8] [,9] [,10] [,11] [,12]
x.axis.ticks 0.05308132 0.0619282 0.07077509 0.07962198 0.08846886 0.09731575
heterogeneity 1.38544260 1.4383605 1.48298499 1.52087186 1.55314108 1.58063090
[,13] [,14] [,15] [,16] [,17] [,18]
x.axis.ticks 0.1061626 0.1150095 0.1238564 0.1327033 0.1415502 0.1503971
heterogeneity 1.6039882 1.6237250 1.6402549 1.6539181 1.6649983 1.6737358
[,19] [,20] [,21] [,22] [,23] [,24]
x.axis.ticks 0.159244 0.1680908 0.1769377 0.1857846 0.1946315 0.2034784
heterogeneity 1.680336 1.6849758 1.6878104 1.6889755 1.6885914 1.6867653
[,25] [,26] [,27] [,28] [,29] [,30]
x.axis.ticks 0.2123253 0.2211722 0.230019 0.2388659 0.2477128 0.2565597
heterogeneity 1.6835931 1.6791615 1.673549 1.6668265 1.6590596 1.6503080
[,31] [,32] [,33] [,34] [,35] [,36]
x.axis.ticks 0.2654066 0.2742535 0.2831004 0.2919472 0.3007941 0.309641
heterogeneity 1.6406268 1.6300670 1.6186757 1.6064970 1.5935717 1.579938
[,37] [,38] [,39] [,40] [,41] [,42]
x.axis.ticks 0.3184879 0.3273348 0.3361817 0.3450286 0.3538754 0.3627223
heterogeneity 1.5656327 1.5506887 1.5351384 1.5190118 1.5023375 1.4851425
[,43] [,44] [,45] [,46] [,47] [,48]
x.axis.ticks 0.3715692 0.3804161 0.389263 0.3981099 0.4069568 0.4158037
heterogeneity 1.4674527 1.4492927 1.430686 1.4116545 1.3922203 1.3724039
[,49] [,50] [,51] [,52] [,53] [,54]
x.axis.ticks 0.4246505 0.4334974 0.4423443 0.4511912 0.4600381 0.468885
heterogeneity 1.3522250 1.3317029 1.3108559 1.2897019 1.2682582 1.246541
[,55] [,56] [,57] [,58] [,59] [,60]
x.axis.ticks 0.4777319 0.4865787 0.4954256 0.5042725 0.5131194 0.5219663
heterogeneity 1.2245679 1.2023534 1.1799133 1.1572627 1.1344162 1.1113881
[,61] [,62] [,63] [,64] [,65] [,66]
x.axis.ticks 0.5308132 0.5396601 0.5485069 0.5573538 0.5662007 0.5750476
heterogeneity 1.0881926 1.0648434 1.0413541 1.0177380 0.9940083 0.9701779
[,67] [,68] [,69] [,70] [,71] [,72]
x.axis.ticks 0.5838945 0.5927414 0.6015883 0.6104352 0.619282 0.6281289
heterogeneity 0.9462598 0.9222665 0.8982108 0.8741051 0.849962 0.8257937
[,73] [,74] [,75] [,76] [,77] [,78]
x.axis.ticks 0.6369758 0.6458227 0.6546696 0.6635165 0.6723634 0.6812102
heterogeneity 0.8016127 0.7774313 0.7532620 0.7291172 0.7050094 0.6809511
[,79] [,80] [,81] [,82] [,83] [,84]
x.axis.ticks 0.6900571 0.6989040 0.7077509 0.7165978 0.7254447 0.7342916
heterogeneity 0.6569550 0.6330339 0.6092008 0.5854689 0.5618515 0.5383622
[,85] [,86] [,87] [,88] [,89] [,90]
x.axis.ticks 0.7431384 0.7519853 0.7608322 0.7696791 0.7785260 0.7873729
heterogeneity 0.5150149 0.4918240 0.4688039 0.4459698 0.4233371 0.4009218
[,91] [,92] [,93] [,94] [,95] [,96]
x.axis.ticks 0.7962198 0.8050666 0.8139135 0.8227604 0.8316073 0.8404542
heterogeneity 0.3787406 0.3568108 0.3351506 0.3137789 0.2927156 0.2719820
[,97] [,98] [,99] [,100]
x.axis.ticks 0.8493011 0.8581480 0.8669949 0.8758417
heterogeneity 0.2516004 0.2315949 0.2119912 0.1928171
BTYD documentation built on Nov. 18, 2021, 1:10 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value Examples
Description
Plots and returns the estimated gamma distribution of p (customers' probability of dropping out immediately after a transaction).
Usage
1 | bgnbd.PlotDropoutRateHeterogeneity(params, lim = NULL)
|
Arguments
params |
BG/NBD parameters - a vector with r, alpha, a, and b, in that order. r and alpha are unobserved parameters for the NBD transaction process. a and b are unobserved parameters for the Beta geometric dropout process. |
lim |
upper-bound of the x-axis. A number is chosen by the function if none is provided. |
Value
Distribution of customers' probabilities of dropping out.
Examples
1 2 3 4 | params <- c(0.243, 4.414, 0.793, 2.426)
bgnbd.PlotDropoutRateHeterogeneity(params)
params <- c(0.243, 4.414, 1.33, 2.426)
bgnbd.PlotDropoutRateHeterogeneity(params)
|
Example output
Loading required package: hypergeo
[,1] [,2] [,3] [,4] [,5] [,6]
x.axis.ticks 0 0.00835456 0.01670912 0.02506368 0.03341824 0.0417728
heterogeneity Inf 4.43749411 3.79826161 3.45024208 3.21112606 3.0284529
[,7] [,8] [,9] [,10] [,11] [,12]
x.axis.ticks 0.05012736 0.05848192 0.06683648 0.07519104 0.0835456 0.09190016
heterogeneity 2.88009661 2.75472288 2.64577960 2.54915080 2.4620883 2.38266926
[,13] [,14] [,15] [,16] [,17] [,18]
x.axis.ticks 0.1002547 0.1086093 0.1169638 0.1253184 0.133673 0.1420275
heterogeneity 2.3094977 2.2415291 2.1779623 2.1181696 2.061651 2.0079996
[,19] [,20] [,21] [,22] [,23] [,24]
x.axis.ticks 0.1503821 0.1587366 0.1670912 0.1754458 0.1838003 0.1921549
heterogeneity 1.9568839 1.9080271 1.8611968 1.8161962 1.7728571 1.7310346
[,25] [,26] [,27] [,28] [,29] [,30]
x.axis.ticks 0.2005094 0.208864 0.2172186 0.2255731 0.2339277 0.2422822
heterogeneity 1.6906030 1.651453 1.6134869 1.5766210 1.5407796 1.5058954
[,31] [,32] [,33] [,34] [,35] [,36]
x.axis.ticks 0.2506368 0.2589914 0.2673459 0.2757005 0.284055 0.2924096
heterogeneity 1.4719083 1.4387643 1.4064148 1.3748157 1.343927 1.3137130
[,37] [,38] [,39] [,40] [,41] [,42]
x.axis.ticks 0.3007642 0.3091187 0.3174733 0.3258278 0.3341824 0.342537
heterogeneity 1.2841397 1.2551772 1.2267977 1.1989756 1.1716873 1.144911
[,43] [,44] [,45] [,46] [,47] [,48]
x.axis.ticks 0.3508915 0.3592461 0.3676006 0.3759552 0.3843098 0.3926643
heterogeneity 1.1186272 1.0928167 1.0674624 1.0425484 1.0180597 0.9939825
[,49] [,50] [,51] [,52] [,53] [,54]
x.axis.ticks 0.4010189 0.4093734 0.4177280 0.4260826 0.4344371 0.4427917
heterogeneity 0.9703038 0.9470115 0.9240943 0.9015416 0.8793436 0.8574909
[,55] [,56] [,57] [,58] [,59] [,60]
x.axis.ticks 0.4511462 0.4595008 0.4678554 0.4762099 0.4845645 0.4929190
heterogeneity 0.8359748 0.8147872 0.7939204 0.7733671 0.7531206 0.7331746
[,61] [,62] [,63] [,64] [,65] [,66]
x.axis.ticks 0.5012736 0.5096282 0.5179827 0.5263373 0.5346918 0.5430464
heterogeneity 0.7135229 0.6941601 0.6750807 0.6562799 0.6377529 0.6194954
[,67] [,68] [,69] [,70] [,71] [,72]
x.axis.ticks 0.5514010 0.5597555 0.5681101 0.5764647 0.5848192 0.5931738
heterogeneity 0.6015032 0.5837724 0.5662995 0.5490810 0.5321138 0.5153950
[,73] [,74] [,75] [,76] [,77] [,78]
x.axis.ticks 0.6015283 0.6098829 0.6182375 0.6265920 0.6349466 0.6433011
heterogeneity 0.4989218 0.4826916 0.4667022 0.4509513 0.4354371 0.4201576
[,79] [,80] [,81] [,82] [,83] [,84]
x.axis.ticks 0.6516557 0.6600103 0.6683648 0.6767194 0.6850739 0.6934285
heterogeneity 0.4051113 0.3902968 0.3757127 0.3613581 0.3472318 0.3333333
[,85] [,86] [,87] [,88] [,89] [,90]
x.axis.ticks 0.7017831 0.7101376 0.7184922 0.7268467 0.7352013 0.7435559
heterogeneity 0.3196619 0.3062171 0.2929988 0.2800068 0.2672413 0.2547027
[,91] [,92] [,93] [,94] [,95] [,96]
x.axis.ticks 0.7519104 0.760265 0.7686195 0.7769741 0.7853287 0.7936832
heterogeneity 0.2423913 0.230308 0.2184537 0.2068294 0.1954366 0.1842770
[,97] [,98] [,99] [,100]
x.axis.ticks 0.8020378 0.8103923 0.8187469 0.8271015
heterogeneity 0.1733524 0.1626651 0.1522176 0.1420128
[,1] [,2] [,3] [,4] [,5] [,6]
x.axis.ticks 0 0.008846886 0.01769377 0.02654066 0.03538754 0.04423443
heterogeneity 0 0.818603214 1.01592281 1.14648389 1.24435334 1.32195876
[,7] [,8] [,9] [,10] [,11] [,12]
x.axis.ticks 0.05308132 0.0619282 0.07077509 0.07962198 0.08846886 0.09731575
heterogeneity 1.38544260 1.4383605 1.48298499 1.52087186 1.55314108 1.58063090
[,13] [,14] [,15] [,16] [,17] [,18]
x.axis.ticks 0.1061626 0.1150095 0.1238564 0.1327033 0.1415502 0.1503971
heterogeneity 1.6039882 1.6237250 1.6402549 1.6539181 1.6649983 1.6737358
[,19] [,20] [,21] [,22] [,23] [,24]
x.axis.ticks 0.159244 0.1680908 0.1769377 0.1857846 0.1946315 0.2034784
heterogeneity 1.680336 1.6849758 1.6878104 1.6889755 1.6885914 1.6867653
[,25] [,26] [,27] [,28] [,29] [,30]
x.axis.ticks 0.2123253 0.2211722 0.230019 0.2388659 0.2477128 0.2565597
heterogeneity 1.6835931 1.6791615 1.673549 1.6668265 1.6590596 1.6503080
[,31] [,32] [,33] [,34] [,35] [,36]
x.axis.ticks 0.2654066 0.2742535 0.2831004 0.2919472 0.3007941 0.309641
heterogeneity 1.6406268 1.6300670 1.6186757 1.6064970 1.5935717 1.579938
[,37] [,38] [,39] [,40] [,41] [,42]
x.axis.ticks 0.3184879 0.3273348 0.3361817 0.3450286 0.3538754 0.3627223
heterogeneity 1.5656327 1.5506887 1.5351384 1.5190118 1.5023375 1.4851425
[,43] [,44] [,45] [,46] [,47] [,48]
x.axis.ticks 0.3715692 0.3804161 0.389263 0.3981099 0.4069568 0.4158037
heterogeneity 1.4674527 1.4492927 1.430686 1.4116545 1.3922203 1.3724039
[,49] [,50] [,51] [,52] [,53] [,54]
x.axis.ticks 0.4246505 0.4334974 0.4423443 0.4511912 0.4600381 0.468885
heterogeneity 1.3522250 1.3317029 1.3108559 1.2897019 1.2682582 1.246541
[,55] [,56] [,57] [,58] [,59] [,60]
x.axis.ticks 0.4777319 0.4865787 0.4954256 0.5042725 0.5131194 0.5219663
heterogeneity 1.2245679 1.2023534 1.1799133 1.1572627 1.1344162 1.1113881
[,61] [,62] [,63] [,64] [,65] [,66]
x.axis.ticks 0.5308132 0.5396601 0.5485069 0.5573538 0.5662007 0.5750476
heterogeneity 1.0881926 1.0648434 1.0413541 1.0177380 0.9940083 0.9701779
[,67] [,68] [,69] [,70] [,71] [,72]
x.axis.ticks 0.5838945 0.5927414 0.6015883 0.6104352 0.619282 0.6281289
heterogeneity 0.9462598 0.9222665 0.8982108 0.8741051 0.849962 0.8257937
[,73] [,74] [,75] [,76] [,77] [,78]
x.axis.ticks 0.6369758 0.6458227 0.6546696 0.6635165 0.6723634 0.6812102
heterogeneity 0.8016127 0.7774313 0.7532620 0.7291172 0.7050094 0.6809511
[,79] [,80] [,81] [,82] [,83] [,84]
x.axis.ticks 0.6900571 0.6989040 0.7077509 0.7165978 0.7254447 0.7342916
heterogeneity 0.6569550 0.6330339 0.6092008 0.5854689 0.5618515 0.5383622
[,85] [,86] [,87] [,88] [,89] [,90]
x.axis.ticks 0.7431384 0.7519853 0.7608322 0.7696791 0.7785260 0.7873729
heterogeneity 0.5150149 0.4918240 0.4688039 0.4459698 0.4233371 0.4009218
[,91] [,92] [,93] [,94] [,95] [,96]
x.axis.ticks 0.7962198 0.8050666 0.8139135 0.8227604 0.8316073 0.8404542
heterogeneity 0.3787406 0.3568108 0.3351506 0.3137789 0.2927156 0.2719820
[,97] [,98] [,99] [,100]
x.axis.ticks 0.8493011 0.8581480 0.8669949 0.8758417
heterogeneity 0.2516004 0.2315949 0.2119912 0.1928171
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.