The density function for a MOBSTER mixture. The function
allows to compute the density from the data and parameters stored
inside an object of class dbpmm, or from
a custom set of parameters and data that can be passed as input. The
function can also compute the density only for a subset of components
of the mixture.
ddbpmm( x, data = NULL, components = 1:x$K, a = NULL, b = NULL, pi = NULL, scale = NULL, shape = NULL, log = TRUE )
Arguments
| x | An object of class |
|---|---|
| data | Data to compute the (log)-likelihood, if this is null the data stored
inside |
| components | A vector specifying which components should be used to compute the density. Position 1 is reserved for the tail (regardless that is fit or not to the data), the other positions refer to Beta components. |
| a | Vector of parameters for the Beta components; if this is null values stored
inside |
| b | Vector of parameters for the Beta components; if this is null values stored
inside |
| pi | Mixing proportions for the mixture; if this is null values stored
inside |
| scale | Scale of the power law; if this is null values stored
inside |
| shape | Shape of the power law; if this is null values stored
inside |
| log | Boolean value to select the log-likelihood, or the likelihood. |
Value
The density for the data. Notice that to compute the negative log-likelihood
used during fit one needs to use log = TRUE and change sign.
Examples
library(ggplot2) data('fit_example', package = 'mobster') # Use the full mixture, and its internal data ddbpmm(fit_example$best)#> [1] -60.03236 -57.59940 -51.73723 -67.09574 -63.17183 -44.25529 #> [7] -41.72061 -69.16807 -55.26218 -60.60698 -53.57758 -64.77788 #> [13] -52.44456 -69.35108 -45.15515 -51.70950 -52.37641 -55.12010 #> [19] -49.46311 -56.73859 -62.85622 -53.30035 -60.48649 -48.89057 #> [25] -50.03663 -55.42497 -57.40407 -52.76938 -63.96398 -74.36279 #> [31] -50.34130 -44.81156 -51.09776 -52.96246 -56.20614 -78.39202 #> [37] -46.80369 -52.94506 -59.19294 -54.46121 -47.44950 -67.03096 #> [43] -47.77348 -47.50307 -40.10566 -51.60443 -58.42863 -52.69346 #> [49] -48.50398 -46.61129 -62.18540 -67.43680 -45.14152 -62.64662 #> [55] -58.80024 -66.78224 -67.93467 -43.02432 -46.66196 -69.25234 #> [61] -58.45484 -59.83397 -75.15921 -64.75155 -50.70477 -60.14934 #> [67] -54.30763 -52.26747 -58.78586 -51.01543 -47.12077 -49.73136 #> [73] -54.18730 -47.83402 -58.83949 -54.87023 -53.21178 -52.85669 #> [79] -64.70040 -70.54414 -54.02890 -51.17918 -53.61199 -41.78290 #> [85] -57.45817 -58.19144 -43.42980 -51.16360 -46.33885 -54.91404 #> [91] -44.96890 -52.05727 -49.11838 -47.67383 -51.17688 -56.66437 #> [97] -68.93584 -60.04205 -48.88811 -52.47935 -53.65648 -36.93521 #> [103] -50.28899 -40.53666 -57.73091 -48.38780 -54.43113 -51.68285 #> [109] -71.44084 -55.37789 -63.24730 -60.62985 -52.69528 -48.79617 #> [115] -40.17778 -64.06810 -52.08978 -50.91031 -60.00700 -43.87985 #> [121] -46.60134 -58.32851 -45.30451 -48.76247 -63.91921 -38.52456 #> [127] -55.71659 -56.70028 -64.06073 -51.56319 -49.38660 -69.26811 #> [133] -75.14928 -59.55082 -46.04270 -50.62163 -45.11156 -59.73561 #> [139] -56.93258 -54.86706 -67.78399 -59.20302 -51.73582 -55.79663 #> [145] -59.33117 -54.59737 -44.48019 -59.61804 -58.81414 -60.50426 #> [151] -45.38420 -62.21800 -57.20761 -46.97500 -47.82203 -66.51209 #> [157] -59.52923 -61.51689 -53.68260 -63.89344 -70.40787 -50.79180 #> [163] -41.72764 -73.24117 -58.51470 -59.77720 -48.94731 -49.75482 #> [169] -64.01093 -53.44227 -59.13148 -62.10473 -55.14590 -48.98056 #> [175] -40.75113 -61.76523 -51.73531 -62.94941 -54.59337 -53.43110 #> [181] -55.55977 -78.55307 -45.98168 -44.35903 -59.59122 -49.61707 #> [187] -63.21003 -41.90511 -54.19635 -45.06695 -55.33179 -52.51792 #> [193] -52.40785 -57.59817 -49.16733 -55.51007 -67.66603 -50.08959 #> [199] -66.47485 -57.03784 -44.53485 -61.59284 -40.23506 -67.61494 #> [205] -49.51276 -71.19047 -46.66261 -66.17871 -54.29876 -39.77414 #> [211] -59.15583 -52.40642 -52.37632 -53.47988 -48.93323 -63.07119 #> [217] -64.48578 -59.41853 -55.63232 -64.37619 -39.69151 -58.42677 #> [223] -59.76283 -48.64813 -64.66990 -50.15575 -54.34064 -52.09391 #> [229] -46.18000 -40.26839 -41.51551 -48.58789 -41.68202 -43.77760 #> [235] -56.69045 -60.42465 -71.33182 -74.28935 -44.21990 -61.47998 #> [241] -67.25048 -55.30400 -45.11859 -38.84414 -57.63513 -63.48819 #> [247] -42.75726 -56.74823 -60.31257 -45.83925 -59.51049 -66.08756 #> [253] -52.24966 -47.65636 -46.49747 -65.55369 -51.47288 -62.29196 #> [259] -51.72718 -62.05967 -76.14370 -62.60434 -40.89938 -59.03574 #> [265] -52.83034 -47.42611 -42.88257 -48.46617 -49.79226 -53.16509 #> [271] -45.90077 -75.81112 -46.38616 -52.76303 -57.82775 -45.79557 #> [277] -72.42409 -46.80480 -57.90853 -45.18452 -63.58471 -57.54697 #> [283] -52.29471 -61.06205 -59.31866 -71.09372 -65.43410 -62.78661 #> [289] -68.90440 -61.58727 -39.41855 -55.61982 -47.35756 -50.81039 #> [295] -59.98708 -50.27920 -47.76408 -47.43102 -50.90891 -55.25643 #> [301] -46.93694 -57.92907 -42.18143 -57.60568 -60.80061 -50.59772 #> [307] -41.52368 -64.36803 -64.91984 -53.94811 -60.13526 -49.64183 #> [313] -70.12557 -58.92560 -48.91550 -50.88596 -47.27248 -48.73614 #> [319] -50.48182 -46.31821 -41.57508 -69.11883 -54.37169 -62.33626 #> [325] -46.18443 -56.91653 -55.82333 -44.88257 -82.37002 -42.77324 #> [331] -63.64178 -56.74443 -63.23778 -61.64631 -61.15686 -46.58972 #> [337] -54.78914 -39.69748 -73.09711 -70.10192 -49.44513 -58.45898 #> [343] -58.86598 -60.63964 -60.47525 -45.62696 -49.15071 -49.52931 #> [349] -56.29300 -56.36609 -47.93680 -39.30258 -44.25208 -54.05096 #> [355] -60.60501 -53.83579 -66.43983 -47.89921 -73.93684 -46.02849 #> [361] -40.81036 -61.49827 -52.80795 -47.92023 -56.40184 -61.68597 #> [367] -56.50121 -44.18139 -70.39859 -52.08306 -43.71160 -56.39072 #> [373] -70.01601 -55.69922 -57.65485 -57.81445 -50.62963 -55.65751 #> [379] -56.78923 -47.27615 -55.26098 -67.30010 -44.06916 -56.39539 #> [385] -41.73906 -68.63603 -67.35959 -38.55605 -59.03892 -60.25636 #> [391] -45.09608 -53.65680 -66.65081 -59.82044 -38.43874 -40.45430 #> [397] -69.66519 -52.64298 -59.41334 -63.36922 -61.14638 -44.44197 #> [403] -64.76623 -48.55648 -59.58006 -46.66662 -49.80808 -69.03199 #> [409] -64.98966 -48.46254 -61.75606 -67.61065 -42.00133 -42.54512 #> [415] -48.82991 -55.42953 -45.56669 -43.72198 -51.35285 -42.62278 #> [421] -61.44320 -51.80871 -45.90337 -53.29513 -73.37971 -44.71835 #> [427] -51.20417 -63.81993 -45.91845 -47.34492 -42.99094 -37.01226 #> [433] -53.58362 -69.63206 -45.46526 -51.10370 -50.15721 -42.76639 #> [439] -50.98276 -43.14562 -42.42271 -49.75016 -71.24101 -56.97869 #> [445] -50.12161 -47.45085 -46.06847 -71.34997 -50.55018 -52.13158 #> [451] -68.46114 -51.55791 -44.66661 -59.41406 -48.31215 -60.64737 #> [457] -45.02850 -65.50292 -56.43008 -50.88200 -42.65964 -57.12158 #> [463] -39.38085 -69.71546 -59.39799 -48.49300 -45.99486 -70.66559 #> [469] -62.55415 -57.88500 -45.79956 -55.56382 -54.59742 -50.36623 #> [475] -55.84630 -52.93914 -77.66347 -56.86186 -62.76222 -82.24028 #> [481] -37.09572 -49.02057 -56.51503 -56.97598 -61.46498 -55.93479 #> [487] -47.96481 -56.94201 -40.38472 -39.43432 -64.98630 -37.83401 #> [493] -44.71199 -78.63415 -47.03242 -52.70212 -47.14262 -56.98673 #> [499] -63.05433 -42.79153 -56.77610 -50.83826 -57.43859 -54.21940 #> [505] -59.73773 -47.21226 -51.65671 -46.73943 -54.08214 -54.98302 #> [511] -45.10667 -48.63009 -45.64580 -63.96482 -60.36317 -62.55315 #> [517] -54.69536 -46.90276 -78.51575 -48.90517 -65.97446 -80.20151 #> [523] -54.77901 -50.77607 -64.43678 -41.94458 -72.76709 -63.97988 #> [529] -64.47335 -46.72961 -49.23840 -53.73186 -59.08797 -59.70721 #> [535] -53.08083 -46.33855 -49.81765 -50.17810 -38.45344 -64.73409 #> [541] -59.87425 -50.82837 -46.17114 -53.42327 -50.42797 -58.28782 #> [547] -58.94558 -58.19943 -54.66474 -50.24140 -57.65488 -58.30268 #> [553] -62.55243 -62.92555 -44.35197 -56.35712 -57.06656 -52.09059 #> [559] -51.75554 -48.49186 -56.73024 -49.79112 -57.91402 -45.95345 #> [565] -76.26636 -64.41766 -51.35891 -64.14685 -53.86406 -48.37388 #> [571] -47.27118 -46.60164 -48.65327 -55.11509 -50.52563 -50.66880 #> [577] -61.75872 -51.97674 -65.01233 -75.91768 -46.91944 -69.81681 #> [583] -36.15951 -65.88909 -69.47491 -62.44078 -41.39424 -73.70169 #> [589] -50.10640 -59.62713 -56.23437 -61.48753 -52.45861 -59.55948 #> [595] -41.42715 -65.34518 -57.93921 -50.71352 -61.77168 -42.52195 #> [601] -50.41838 -55.22825 -50.88663 -57.36237 -52.54208 -63.30913 #> [607] -49.51974 -53.67085 -55.37936 -46.94514 -47.03859 -53.60250 #> [613] -45.75463 -56.24314 -63.53941 -44.46457 -67.34123 -56.63094 #> [619] -55.57237 -53.02068 -54.22487 -57.41040 -43.64354 -48.82893 #> [625] -55.03505 -58.89930 -41.41623 -46.01738 -53.96973 -62.55160 #> [631] -66.95681 -66.91575 -48.71994 -65.28922 -49.50902 -50.64676 #> [637] -56.05629 -41.05187 -48.17023 -43.12767 -45.80604 -56.32873 #> [643] -64.56426 -46.79830 -44.46369 -54.36068 -55.55831 -44.20426 #> [649] -60.22300 -47.28729 -66.35957 -43.76414 -73.56560 -45.21994 #> [655] -46.27884 -45.63948 -53.80574 -56.92305 -65.47634 -65.03742 #> [661] -49.88931 -51.13261 -59.79699 -62.25963 -51.97358 -51.65499 #> [667] -43.95285 -44.99561 -49.75830 -41.46990 -65.14027 -45.66119 #> [673] -58.65143 -67.01356 -50.43062 -54.00932 -63.54464 -56.67440 #> [679] -58.17978 -61.92293 -60.12473 -69.76985 -47.92419 -59.47334 #> [685] -57.34322 -46.53026 -55.33040 -54.69805 -49.43557 -43.26818 #> [691] -52.55735 -55.39417 -67.87882 -46.80191 -57.23688 -44.55797 #> [697] -52.07904 -45.08788 -56.03648 -56.77645 -65.35986 -56.10664 #> [703] -51.94223 -54.84579 -57.75419 -57.00125 -49.40225 -69.26931 #> [709] -54.60487 -63.50055 -47.54301 -48.56083 -49.18120 -74.21515 #> [715] -58.08104 -68.19155 -50.04254 -47.65660 -57.28248 -51.82294 #> [721] -46.92821 -72.13518 -44.89773 -53.06435 -71.97398 -57.39742 #> [727] -45.98004 -57.93059 -48.09659 -71.24217 -54.95113 -56.94875 #> [733] -51.94618 -64.79100 -58.40423 -50.27518 -48.48801 -64.80948 #> [739] -55.53029 -55.20096 -45.50611 -58.64029 -63.87914 -61.66363 #> [745] -41.66859 -39.36246 -51.89246 -53.75885 -55.44464 -55.90300 #> [751] -50.83214 -52.88183 -52.99583 -47.60316 -54.93145 -68.01746 #> [757] -63.26542 -55.12658 -67.76264 -51.49554 -64.81921 -49.91967 #> [763] -55.29664 -60.64365 -52.82473 -49.03121 -55.94402 -52.32032 #> [769] -48.62595 -51.77881 -64.21031 -47.26221 -61.18500 -48.98615 #> [775] -53.42049 -63.79599 -38.32920 -61.87961 -40.56369 -66.90114 #> [781] -51.24539 -54.67606 -55.10737 -55.15113 -45.20370 -61.36109 #> [787] -63.47299 -62.84071 -49.26301 -58.09923 -53.62578 -55.48620 #> [793] -63.15919 -56.81501 -41.15850 -48.98967 -70.74498 -78.58917 #> [799] -68.68415 -43.47331 -47.43097 -64.43225 -48.97530 -63.00944 #> [805] -49.72383 -55.31420 -64.02278 -55.67076 -59.89551 -49.39161 #> [811] -46.79975 -53.84435 -50.53680 -48.30286 -44.12412 -57.11917 #> [817] -53.77444 -59.40105 -57.53138 -51.06206 -44.21254 -53.19986 #> [823] -54.35898 -50.73255 -55.46296 -75.12468 -55.47580 -49.37969 #> [829] -42.48512 -42.38602 -68.34649 -44.99384 -46.00192 -49.46249 #> [835] -51.32435 -68.57454 -53.59496 -49.07676 -48.07322 -45.51278 #> [841] -53.27326 -56.78591 -62.36318 -63.24075 -46.87864 -57.09528 #> [847] -60.23463 -51.43596 -80.00017 -43.49328 -50.10254 -50.65696 #> [853] -50.04561 -71.54949 -55.97389 -57.11598 -43.73279 -49.18317 #> [859] -67.48181 -57.65154 -60.03510 -53.93144 -49.13675 -60.21987 #> [865] -59.94696 -60.38326 -46.14062 -72.70331 -46.37557 -48.72219 #> [871] -46.86123 -52.75459 -53.62681 -68.00091 -49.79929 -65.01863 #> [877] -67.75604 -49.69391 -57.36096 -45.32019 -71.56263 -57.26041 #> [883] -45.35948 -50.62338 -53.16533 -50.90079 -61.07231 -47.15649 #> [889] -59.32923 -57.80678 -43.14110 -49.10601 -39.06741 -60.93449 #> [895] -69.82622 -63.56722 -43.65261 -43.36399 -45.99110 -55.18025 #> [901] -54.95418 -81.29018 -42.99413 -47.12691 -85.31700 -56.12235 #> [907] -47.53785 -51.70734 -48.18520 -41.51167 -66.19324 -49.76911 #> [913] -53.17803 -57.11465 -39.35038 -64.28786 -44.49803 -52.59119 #> [919] -61.66504 -53.26575 -55.74916 -65.27443 -54.04908 -57.24211 #> [925] -50.67761 -45.76622 -70.13878 -61.87772 -56.41899 -52.10254 #> [931] -48.82323 -49.12223 -65.09211 -64.90274 -54.74249 -49.51160 #> [937] -50.41605 -42.04569 -75.27789 -44.04942 -47.84662 -52.77641 #> [943] -52.62972 -64.90369 -55.87505 -42.94915 -73.83581 -47.95998 #> [949] -54.69041 -44.28040 -51.24375 -48.15019 -51.51923 -46.19305 #> [955] -65.81382 -58.83735 -46.30123 -50.59760 -61.95637 -55.42242 #> [961] -52.93237 -53.36685 -59.64780 -59.99363 -61.88762 -56.56193 #> [967] -62.51188 -59.47088 -47.88006 -37.35343 -46.29644 -73.60758 #> [973] -48.41003 -51.34126 -66.47856 -42.51476 -45.75142 -58.11461 #> [979] -49.95375 -38.11940 -39.48466 -61.64299 -49.85228 -71.33740 #> [985] -61.87325 -53.03884 -54.62256 -41.51957 -55.03581 -53.91997 #> [991] -52.02634 -58.79629 -56.17279 -51.17803 -45.98461 -58.61087 #> [997] -57.77946 -50.14691 -54.18742 -62.06801 -54.30912 -47.58551 #> [1003] -62.35634 -77.71002 -74.17920 -47.68646 -48.43458 -65.86524 #> [1009] -52.83349 -53.48264 -49.40111 -49.95375 -67.71575 -58.33289 #> [1015] -42.66132 -44.71449 -63.15912 -64.31092 -65.79416 -54.93234 #> [1021] -52.84150 -45.81661 -47.21844 -53.87473 -66.64870 -46.38448 #> [1027] -47.60874 -56.92282 -59.25347 -61.07416 -58.42348 -50.64576 #> [1033] -78.39087 -43.63515 -51.61686 -44.91359 -58.61757 -58.50219 #> [1039] -66.80398 -59.88348 -61.44246 -54.08534 -51.66117 -64.04714 #> [1045] -49.99590 -55.89700 -65.58861 -44.62964 -57.04626 -59.34613 #> [1051] -52.10362 -68.86026 -55.06154 -50.72888 -66.69682 -65.37343 #> [1057] -60.98470 -50.27205 -61.74859 -44.19817 -52.48663 -49.53512 #> [1063] -58.37961 -55.93863 -60.59321 -53.29951 -50.88713 -45.84325 #> [1069] -56.64193 -62.68493 -64.15429 -57.16774 -48.20957 -58.71298 #> [1075] -54.31763 -63.33820 -60.15557 -55.14138 -57.34882 -52.08102 #> [1081] -50.93342 -56.39954 -52.42667 -60.54052 -51.73285 -54.60140 #> [1087] -63.94611 -50.47576 -64.10064 -54.91110 -43.24761 -44.70101 #> [1093] -58.12204 -64.61684 -72.29831 -55.51949 -38.62762 -39.80400 #> [1099] -46.94673 -50.58637 -43.29509 -49.24467 -51.69103 -55.04556 #> [1105] -48.89850 -59.15954 -49.53786 -52.70495 -52.32214 -58.87757 #> [1111] -51.12271 -48.54454 -52.68915 -57.21597 -58.21915 -50.82476 #> [1117] -44.76048 -54.98929 -54.28340 -53.30660 -54.77299 -68.60853 #> [1123] -51.56408 -60.58969 -54.28736 -46.74951 -55.42583 -52.18332 #> [1129] -48.08818 -68.51057 -69.45122 -50.41512 -59.28218 -84.85245 #> [1135] -53.66241 -51.70087 -58.90636 -51.10240 -57.52143 -56.34840 #> [1141] -62.07780 -55.66343 -50.94601 -47.45170 -48.43292 -42.78991 #> [1147] -59.79462 -54.36263 -53.49910 -62.28548 -52.18297 -49.69559 #> [1153] -64.75279 -70.14801 -47.70289 -48.42471 -51.98163 -55.17126 #> [1159] -59.14361 -44.69722 -49.90409 -56.24891 -46.99254 -44.72265 #> [1165] -54.70244 -50.90116 -60.98929 -54.06724 -59.49083 -52.26974 #> [1171] -49.28595 -58.70891 -45.50202 -67.94163 -79.35962 -57.58650 #> [1177] -70.89253 -44.75195 -53.52557 -60.64003 -51.36936 -78.16056 #> [1183] -67.32211 -44.44874 -54.41576 -53.53270 -48.85827 -73.62841 #> [1189] -52.68617 -48.23733 -48.97372 -59.14892 -70.15216 -67.95127 #> [1195] -65.43186 -41.97532 -47.91434 -62.42146 -42.56619 -45.48871 #> [1201] -59.27856 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-34.26285 -77.51064 -163.11764 #> [4627] -167.09765 -117.80829 -148.40981 -163.80856 -170.40290 -112.94491 #> [4633] -138.92231 -111.70368 -186.83278 -52.67753 -170.36072 -94.45013 #> [4639] -56.21585 -141.22870 -199.56798 -110.99985 -121.95717 -188.22261 #> [4645] -186.21152 -170.09177 -185.18779 -76.35571 -177.85668 -42.41537 #> [4651] -132.15730 -56.37798 -203.43644 -177.43599 -34.02392 -117.94850 #> [4657] -131.05028 -212.46979 -101.42292 -50.60295 -216.70161 -43.29828 #> [4663] -193.09330 -61.44130 -137.22707 -151.36107 -124.27963 -78.06197 #> [4669] -177.70203 -54.47093 -70.74052 -198.66310 -63.07068 -183.65587 #> [4675] -84.54403 -123.75768 -77.38304 -156.29943 -93.76881 -195.98944 #> [4681] -89.77717 -91.60385 -219.41249 -174.18904 -82.52182 -218.14253 #> [4687] -66.71068 -124.52312 -206.80915 -100.00045 -152.60559 -192.12687 #> [4693] -204.27646 -116.19636 -109.20219 -173.49851 -198.46880 -38.77651 #> [4699] -97.69300 -172.38165 -55.08492 -161.47661 -38.55404 -33.58797 #> [4705] -68.88873 -66.43746 -200.75353 -58.01040 -91.16526 -89.83486 #> [4711] -37.66662 -195.61896 -186.96111 -132.78698 -109.85690 -121.47859 #> [4717] -179.55785 -215.14443 -178.61699 -87.27730 -91.93855 -199.71080 #> [4723] -180.60215 -222.54996 -158.32173 -36.47828 -223.52123 -186.20959 #> [4729] -68.07732 -202.73445 -39.65624 -122.10415 -45.54430 -100.55643 #> [4735] -150.91846 -193.45673 -142.12564 -197.50353 -213.99508 -107.89241 #> [4741] -83.89961 -211.92152 -168.39193 -172.17317 -213.67120 -59.24300 #> [4747] -66.78296 -74.42501 -203.20464 -110.80306 -203.53829 -204.43222 #> [4753] -153.69194 -217.69112 -105.42191 -174.23757 -681.56009 -205.14372 #> [4759] -198.21347 -211.17052 -141.83893 -187.78651 -151.39539 -264.50186 #> [4765] -212.13953 -158.97555 -157.90394 -147.81860 -124.92692 -205.35579 #> [4771] -79.81720 -190.12145 -208.76785 -170.80697 -193.57761 -146.49126 #> [4777] -87.79308 -107.96667 -212.23980 -173.53599 -201.29610 -156.35759 #> [4783] -189.13166 -45.30930 -210.70613 -223.51273 -157.40064 -45.07826 #> [4789] -146.58531 -147.18870 -140.11501 -44.98401 -128.37721 -49.58265 #> [4795] -205.93911 -166.99412 -191.14683 -98.25277 -190.59789 -75.51580 #> [4801] -167.03050 -63.72732 -145.25136 -220.07020 -119.52066 -156.58717 #> [4807] -63.51691 -49.71323 -98.36604 -198.04615 -192.10618 -44.11995 #> [4813] -181.16190 -60.13500 -118.02710 -151.93154 -84.42997 -100.19190 #> [4819] -36.43092 -219.85339 -182.65485 -206.18498 -93.11949 -207.85491 #> [4825] -163.06040 -132.88167 -202.53826 -191.22893 -179.19345 -86.90686 #> [4831] -32.60391 -104.78679 -58.96569 -226.33680 -120.40540 -148.28665 #> [4837] -211.06926 -99.02800 -35.17275 -95.47190 -115.16904 -119.50892 #> [4843] -88.81873 -79.68576 -33.53451 -78.25642 -127.47926 -218.08880 #> [4849] -199.47300 -168.11678 -165.76780 -132.90246 -35.34227 -195.10096 #> [4855] -32.35003 -217.61851 -147.85900 -214.28307 -41.19889 -42.08626 #> [4861] -62.90475 -174.63827 -174.06295 -160.46717 -226.51515 -117.83586 #> [4867] -71.50684 -54.13351 -39.51984 -153.89075 -211.04410 -93.29571 #> [4873] -194.95652 -179.78534 -38.12019 -134.05513 -214.70372 -89.28806 #> [4879] -172.34537 -47.39693 -88.18876 -197.93367 -79.15269 -79.90325 #> [4885] -34.84894 -66.47273 -217.91193 -129.23277 -195.63971 -47.14994 #> [4891] -70.12767 -148.43332 -32.66044 -194.16738 -107.64793 -200.26935 #> [4897] -221.02343 -66.30825 -98.40896 -202.23798 -74.60053 -39.99482 #> [4903] -97.62848 -129.93012 -157.41004 -32.76926 -69.59433 -162.66052 #> [4909] -132.40752 -128.24926 -35.67425 -160.20771 -136.69128 -175.73376 #> [4915] -192.61855 -175.64246 -124.61902 -124.39750 -39.76637 -100.98120 #> [4921] -156.88263 -208.39793 -183.58943 -78.74847 -145.14646 -84.58553 #> [4927] -220.72644 -94.96803 -32.13033 -42.73149 -49.96271 -63.73778 #> [4933] -32.14333 -126.89013 -160.01805 -42.47981 -80.94301 -44.38211 #> [4939] -37.80204 -173.13789 -34.47635 -207.77671 -198.90653 -185.68688 #> [4945] -177.19658 -172.22700 -202.02408 -207.58368 -53.74074 -250.53694 #> [4951] -220.83000 -36.13139 -203.80796 -203.32648 -131.83693 -70.61057 #> [4957] -106.60298 -165.48494 -124.05064 -140.04597 -143.58761 -198.92794 #> [4963] -105.09921 -216.00679 -202.77044 -190.24998 -114.99518 -222.02768 #> [4969] -167.94618 -32.35713 -177.97108 -60.33913 -198.98117 -192.48578 #> [4975] -148.05549 -158.75480 -199.56151 -213.04496 -64.50518 -196.14339 #> [4981] -140.51196 -114.66340 -153.46037 -115.51837 -171.99561 -148.02674 #> [4987] -160.16026 -217.07715 -114.55479 -143.15702 -162.76997 -35.15363 #> [4993] -167.35829 -33.50072 -34.14727 -209.19892 -80.94293 -197.11159 #> [4999] -82.91233 -52.57578# Use only some of the mixture components, and pass some data ddbpmm(fit_example$best, data = .4, components = 1)#> Tail #> -2.621125# An internal function to get f(x) with x the [0,1] range. ggplot(mobster:::template_density(fit_example$best, reduce = TRUE), aes(x = x, y = y, color = cluster)) + geom_line()
