Я хочу добавить как линию соответствия Парето, так и логарифмически нормальную линию на каждой кривой на следующем графике, используя R.
Я рисую график логарифмического журнала для каждого столбца данных (занятых и безработных) и пытаюсь поставить примерочная линия для парето и логарифмически нормального распределения. Ниже приведен код, и я также приложил данные.
plot(abs(sort(-unemployed)), 1:length(unemployed), type = "p", xlab = "Log(Size)",
ylab = "Log(Rank)", log = "xy", main = "wages", ann = par("ann"))
points (abs(sort(-employed)),1:length(employed), col=2 )`]
введите описание изображения здесь
unemployed employed
1 15.000000 7.048856
2 8.691139 8.694484
3 13.883537 9.449601
4 11.972833 7.691497
5 13.299471 9.583266
6 11.454592 7.535551
7 15.000000 7.602995
8 12.420491 7.973012
9 12.538141 7.349866
10 10.540484 8.469366
11 11.513215 7.360196
12 11.205486 8.278668
13 14.914666 8.938330
14 11.359167 7.403294
15 10.337922 7.120156
16 13.800708 10.297179
17 13.328656 9.537221
18 10.276599 9.871958
19 10.425507 7.778229
20 11.509898 8.442495
21 11.195458 8.775769
22 14.038345 8.036699
23 13.658992 8.931826
24 14.309282 8.672413
25 9.594386 9.054116
26 14.491960 7.288749
27 13.022350 8.088875
28 12.380069 8.236808
29 14.801537 10.259853
30 10.497885 7.031981
31 12.655314 7.062203
32 11.248942 7.883799
33 12.863272 9.014357
34 14.677731 7.327187
35 15.000000 7.269982
36 10.712219 9.236256
37 13.769604 7.460882
38 11.959454 7.605484
39 13.875333 10.169722
40 10.638635 8.394747
41 12.319573 9.239747
42 13.070909 7.774310
43 10.873256 8.706886
44 10.172521 8.447728
45 13.594527 8.096044
46 12.976124 7.589228
47 12.542880 7.000000
48 8.659707 8.984304
49 8.994217 7.943699
50 12.447178 8.477094
51 12.954450 7.104216
52 14.468638 8.322797
53 12.349279 7.329039
54 12.541791 11.240068
55 14.772075 8.796684
56 13.103146 9.009202
57 14.792386 8.580145
58 14.410764 9.625250
59 12.574595 7.267861
60 11.558205 8.953040
61 11.643442 8.222911
62 11.894873 9.184833
63 12.005387 7.628464
64 11.559873 9.363074
65 12.497191 7.104069
66 11.390801 8.770973
67 13.054408 8.917358
68 12.773183 7.519698
69 11.124929 7.729726
70 12.108556 8.067426
71 9.720248 8.047385
72 11.799446 7.254314
73 12.314162 9.822873
74 11.925574 9.978615
75 11.504911 9.210484
76 12.109650 8.262376
77 13.570065 7.218782
78 14.974861 7.273743
79 14.819314 8.775698
80 9.948489 8.321442
81 11.715610 8.267340
82 11.404544 8.014904
83 13.194867 8.742169
84 15.000000 8.225403
85 11.326259 10.055586
86 10.532818 7.977737
87 10.266142 7.319299
88 10.956835 10.492202
89 10.990310 7.557685
90 10.819781 7.137839
91 9.152586 7.000000
92 9.973772 8.790773
93 12.768872 8.017365
94 10.388891 7.971113
95 9.971853 9.267439
96 9.684312 8.912526
97 14.245978 8.900032
98 9.538954 7.044591
99 10.213445 9.718038
100 12.668136 9.153258
101 10.649987 12.187241
102 11.988547 7.748238
103 13.339460 9.118460
104 12.055025 9.233136
105 10.943092 8.926850
106 11.871103 9.848719
107 13.468875 8.215099
108 11.652783 7.592822
109 14.823434 8.802737
110 11.944837 8.486048
111 11.492322 7.000000
112 10.584388 8.745863
113 13.934474 7.900491
114 12.692347 9.477080
115 11.594803 8.663826
116 11.117586 9.161912
117 14.259346 7.353367
118 11.519058 9.286922
119 11.665473 8.430982
120 10.687831 8.141848
121 11.269890 10.329834
122 13.176206 9.012486
123 14.187281 7.000000
124 13.474819 7.743660
125 11.582289 8.167432
126 9.333326 9.300021
127 14.598176 9.206428
128 13.730816 7.261009
129 13.308186 9.750793
130 12.260067 7.971190
131 11.978596 9.414041
132 12.371194 11.466228
133 13.147402 9.474204
134 11.133890 8.401313
135 12.578967 9.574962
136 10.093899 8.507219
137 10.604761 8.234906
138 12.261539 8.103695
139 10.556389 7.328591
140 12.972551 8.876095
141 12.761586 8.029379
142 10.535838 8.288568
143 11.205481 7.794287
144 11.043171 8.562358
145 11.014406 9.600751
146 11.205161 7.220646
147 12.392595 7.744201
148 11.138931 7.914288
149 10.108471 10.174761
150 13.081111 7.978741
151 13.503786 9.239251
152 14.336843 10.310363
153 13.153184 11.064095
154 11.837654 7.000000
155 12.335923 9.196186
156 10.600393 7.736629
157 12.418449 9.452131
158 10.996809 8.119736
159 11.166887 7.120656
160 10.639686 7.891586
161 9.734008 11.964955
162 13.981167 7.975126
163 11.286233 7.933013
164 14.784380 7.076637
165 14.708108 7.421511
166 11.668010 7.899844
167 13.888916 9.014685
168 13.537142 10.162674
169 12.899882 9.018122
170 14.517695 9.338673
171 14.044556 8.663681
172 13.688263 9.937984
173 10.903559 7.695067
174 12.062525 7.204212
175 11.189157 7.652035
176 9.642215 7.804879
177 13.024315 7.713030
178 13.462115 8.266325
179 11.578309 7.915296
180 11.497024 9.062796
181 12.184504 7.000000
182 11.657913 9.067751
183 12.578113 12.708109
184 12.574186 7.443170
185 12.564166 8.946903
186 13.667383 8.405262
187 12.654737 8.022300
188 11.325156 9.058664
189 14.842696 8.573315
190 11.704297 8.073939
191 10.571308 7.409912
192 11.214815 7.004837
193 11.223085 7.464327
194 10.828417 8.790953
195 10.497698 8.578774
196 14.044517 9.935719
197 14.630543 9.008271
198 9.331400 7.401530
199 9.228006 8.534068
200 12.168451 7.620955
201 13.190618 7.299938
202 10.444207 7.007523
203 9.799433 7.847259
204 14.098781 9.067654
205 13.803155 9.965845
206 12.062206 10.330163
207 13.691570 7.972834
208 10.489315 7.508792
209 12.243447 7.260340
210 12.170735 9.034515
211 13.503827 10.838173
212 12.400792 7.268437
213 11.119045 8.815054
214 11.030117 9.840071
215 14.395642 8.649987
216 14.254429 7.172717
217 11.071823 7.702622
218 13.003493 9.256469
219 12.759319 9.247945
220 12.988101 8.323335
221 9.542009 9.825880
222 14.312554 7.418122
223 13.757621 7.936282
224 14.009852 10.682363
225 15.000000 7.380523
226 9.772194 8.016590
227 12.006821 7.170216
228 14.589970 7.648926
229 13.876944 9.753996
230 12.084661 8.121635
231 13.676734 8.730888
232 13.162404 10.292918
233 10.413042 7.892261
234 13.961297 8.913425
235 9.922380 9.150369
236 14.415177 7.285469
237 11.792633 9.630758
238 13.682416 9.870928
239 12.166640 8.175033
240 14.127874 10.632430
241 14.388549 7.471421
242 12.117711 9.119267
243 9.222643 7.437068
244 11.597922 7.477875
245 12.146799 8.881090
246 11.325086 8.585620
247 10.072154 7.214100
248 15.000000 9.688815
249 10.655675 7.641066
250 14.874853 7.396659
251 10.410391 7.332037
252 12.903827 10.039898
253 14.359950 8.560932
254 12.280008 7.247668
255 14.536352 9.837925
256 14.639697 8.921087
257 14.254879 9.443210
258 11.936516 11.254512
259 14.250686 9.179939
260 12.142670 8.088148
261 13.446227 8.147431
262 13.116701 7.611300
263 10.775110 9.811824
264 8.716846 7.685498
265 14.828668 8.199216
266 13.252101 10.235565
267 14.835733 10.019364
268 12.621846 8.263945
269 11.116858 13.161877
270 9.368317 10.795772
271 13.485680 7.255634
272 9.172940 8.654921
273 10.748100 7.600781
274 13.415046 7.879482
275 10.768622 8.716760
276 13.212940 8.630074
277 14.401084 7.376049
278 10.290067 8.737121
279 12.612339 8.924538
280 14.287941 8.449283
281 10.829909 7.000000
282 13.653668 7.358517
283 10.464626 7.350329
284 11.318869 7.353398
285 12.435319 8.689040
286 12.669773 8.700546
287 11.419654 8.450366
288 13.732896 8.773499
289 11.245000 7.489516
290 11.252645 7.950004
291 12.713023 10.589372
292 12.321054 9.540585
293 12.833781 8.144976
294 12.256035 7.509302
295 11.611217 7.717574
296 14.911795 9.895265
297 14.045163 8.884264
298 11.816738 9.771359
299 13.314617 8.528557
300 10.676217 9.166125
301 10.071426 7.932973
302 11.389130 7.000000
303 12.018262 7.000000
304 12.273426 10.172515
305 11.380901 7.471446
306 13.789227 7.352795
307 14.086712 7.002127
308 11.450624 8.304052
309 11.895859 10.161140
310 12.690943 7.360382
311 10.028968 7.668985
312 10.522919 9.121973
313 12.596045 7.000000
314 12.488374 11.544586
315 11.787443 7.768642
316 9.959420 7.260077
317 11.301097 7.872630
318 12.009879 7.725998
319 14.943266 8.518088
320 10.908765 7.636113
321 13.383105 7.262256
322 10.152755 7.550381
323 14.047673 9.081658
324 10.226227 9.955195
325 12.367759 9.001713
326 10.383906 7.977095
327 10.923421 8.058252
328 11.421204 9.647096
329 11.989513 8.614521
330 10.943852 8.448573
331 13.177913 8.269581
332 11.935625 8.238654
333 13.131331 8.726119
334 12.384752 8.493987
335 9.317368 8.433489
336 14.221369 8.853687
337 14.424445 7.184847
338 13.481525 7.271209
339 13.264308 7.215233
340 14.131984 7.163876
341 13.820906 9.169825
342 11.818875 8.159577
343 12.978819 7.946041
344 8.902829 8.096996
345 8.602430 8.250651
346 12.701973 11.248152
347 13.225759 7.975632
348 10.877260 10.178263
349 13.869628 8.259083
350 13.724858 8.238698
351 14.542385 8.057235
352 10.876004 7.832236
353 12.299296 8.317419
354 10.806510 9.946745
355 14.761127 8.819206
356 13.258826 7.316084
357 10.061338 7.502858
358 10.640870 7.103356
359 12.417754 8.057147
360 11.527999 8.994460
361 12.823306 7.612920
362 12.097169 7.000000
363 9.551739 8.632812
364 12.211243 11.260793
365 11.712275 8.981312
366 11.882465 9.340835
367 11.370295 9.194622
368 9.610190 10.114543
369 11.461730 8.120805
370 13.518180 7.454139
371 12.784642 7.000000
372 11.627475 7.643969
373 10.413567 9.291884
374 12.523096 8.530163
375 11.868562 8.372279
376 10.911644 8.422574
377 12.480411 9.226804
378 14.336706 9.576929
379 11.953534 8.804057
380 11.238331 7.094408
381 11.371092 8.899883
382 11.565310 7.009115
383 11.498791 9.336392
384 11.311457 9.121635
385 12.299966 7.047297
386 10.548383 10.184212
387 13.293854 9.421751
388 10.336146 8.909899
389 14.971227 7.103482
390 11.878085 8.972737
391 13.539563 9.370119
392 10.491357 7.939772
393 13.983042 7.849392
394 12.347271 7.685594
395 12.434746 9.013741
396 11.031480 8.099156
397 10.030059 7.336965
398 11.258736 7.322747
399 12.401205 9.425986
400 11.783948 8.638299
401 9.616023 7.931323
402 10.188453 8.316954
403 13.261422 9.831466
404 14.830127 9.647327
405 10.955806 7.239120
406 11.968105 7.250995
407 13.827585 10.034390
408 11.515671 7.225758
409 13.498821 8.480401
410 10.276663 7.422338
411 14.022439 10.159744
412 10.568928 7.325870
413 15.000000 7.784732
414 13.195243 7.224911
415 11.487882 7.517028
416 10.231387 9.398261
417 12.185969 7.569933
418 11.202330 8.204679
419 11.205128 9.523085
420 12.710791 7.751215
421 12.760456 7.383638
422 13.269302 7.337519
423 13.396345 8.165407
424 9.345259 10.274127
425 11.112109 7.883827
426 13.520824 7.235116
427 15.000000 8.416741
428 12.282951 9.203869
429 14.754188 8.895297
430 11.280474 7.030252
431 11.524384 7.853100
432 13.342176 8.758917
433 10.125386 7.953447
434 13.844899 8.601566
435 11.360373 8.524241
436 10.357735 9.685819
437 12.855443 7.567730
438 13.316743 7.245339
439 9.712989 7.000000
440 13.021517 7.010319
441 12.482412 8.646814
442 13.275461 8.771008
443 13.024223 10.304570
444 13.426738 7.507892
445 10.823917 7.797254
446 10.423757 9.376594
447 14.067838 7.767590
448 13.293340 9.945799
449 11.737027 7.567077
450 14.017371 7.798892
451 10.394295 8.065682
452 NA 7.269025
453 NA 9.477518
454 NA 7.000000
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456 NA 7.250197
457 NA 7.000000
458 NA 9.020718
459 NA 8.495007
460 NA 8.513855
461 NA 8.224031
462 NA 7.156460
463 NA 9.853094
464 NA 7.877581
465 NA 9.639466
466 NA 8.930978
467 NA 10.188194
468 NA 8.010275
469 NA 7.100297
470 NA 7.367347
471 NA 8.402946
472 NA 8.873006
473 NA 7.728227
474 NA 8.529327
475 NA 8.492877
476 NA 7.416838
477 NA 7.596317
478 NA 9.277383
479 NA 8.137101
480 NA 10.117507
481 NA 7.011461
482 NA 7.574039
483 NA 13.621471
484 NA 7.342456
485 NA 10.588812
486 NA 10.288181
487 NA 8.840781
488 NA 7.557213
489 NA 7.989518
490 NA 7.138520
491 NA 10.062803
492 NA 7.755251
493 NA 7.754020
494 NA 7.010221
495 NA 8.500942
496 NA 7.958565
497 NA 8.100392
498 NA 9.211975
499 NA 7.138943
500 NA 7.673302
501 NA 8.255647
502 NA 10.047459
503 NA 8.102219
504 NA 7.523808
505 NA 7.957073
506 NA 7.000000
507 NA 7.522201
508 NA 7.183310
509 NA 8.532824
510 NA 9.535545
511 NA 7.367740
512 NA 8.997876
513 NA 7.978867
514 NA 7.178913
515 NA 8.886239
516 NA 9.476767
517 NA 10.129677
518 NA 8.354393
519 NA 9.359888
520 NA 8.227656
521 NA 7.371412
522 NA 8.443232
523 NA 9.934275
524 NA 8.543753
525 NA 7.316363
526 NA 9.439440
527 NA 8.325864
528 NA 8.236710
529 NA 10.641939
530 NA 7.715112
531 NA 8.497166
532 NA 8.763925
533 NA 9.774532
534 NA 7.692342
535 NA 7.510987
536 NA 9.501121
537 NA 9.127348
538 NA 7.128483
539 NA 7.944158
540 NA 7.437129
541 NA 8.998901
542 NA 8.866245
543 NA 8.229075
544 NA 8.992874
545 NA 7.508013
546 NA 7.000000
547 NA 7.350792
548 NA 7.619041
549 NA 7.908869