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1.
Exploratory Data Analysis
1.4. EDA Case Studies 1.4.2. Case Studies 1.4.2.2. Uniform Random Numbers
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| Generation |
The uniform random numbers used in this case study are from a
Rand Corporation publication.
The motivation for studying a set of uniform random numbers is to illustrate the effects of a known underlying non-normal distribution. |
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| Software | The analyses used in this case study can be generated using both Dataplot code and R code. The reader can download the data as a text file. | ||
| Data |
The following is the set of uniform random numbers used for
this case study.
.100973 .253376 .520135 .863467 .354876 .809590 .911739 .292749 .375420 .480564 .894742 .962480 .524037 .206361 .040200 .822916 .084226 .895319 .645093 .032320 .902560 .159533 .476435 .080336 .990190 .252909 .376707 .153831 .131165 .886767 .439704 .436276 .128079 .997080 .157361 .476403 .236653 .989511 .687712 .171768 .660657 .471734 .072768 .503669 .736170 .658133 .988511 .199291 .310601 .080545 .571824 .063530 .342614 .867990 .743923 .403097 .852697 .760202 .051656 .926866 .574818 .730538 .524718 .623885 .635733 .213505 .325470 .489055 .357548 .284682 .870983 .491256 .737964 .575303 .529647 .783580 .834282 .609352 .034435 .273884 .985201 .776714 .905686 .072210 .940558 .609709 .343350 .500739 .118050 .543139 .808277 .325072 .568248 .294052 .420152 .775678 .834529 .963406 .288980 .831374 .670078 .184754 .061068 .711778 .886854 .020086 .507584 .013676 .667951 .903647 .649329 .609110 .995946 .734887 .517649 .699182 .608928 .937856 .136823 .478341 .654811 .767417 .468509 .505804 .776974 .730395 .718640 .218165 .801243 .563517 .727080 .154531 .822374 .211157 .825314 .385537 .743509 .981777 .402772 .144323 .600210 .455216 .423796 .286026 .699162 .680366 .252291 .483693 .687203 .766211 .399094 .400564 .098932 .050514 .225685 .144642 .756788 .962977 .882254 .382145 .914991 .452368 .479276 .864616 .283554 .947508 .992337 .089200 .803369 .459826 .940368 .587029 .734135 .531403 .334042 .050823 .441048 .194985 .157479 .543297 .926575 .576004 .088122 .222064 .125507 .374211 .100020 .401286 .074697 .966448 .943928 .707258 .636064 .932916 .505344 .844021 .952563 .436517 .708207 .207317 .611969 .044626 .457477 .745192 .433729 .653945 .959342 .582605 .154744 .526695 .270799 .535936 .783848 .823961 .011833 .211594 .945572 .857367 .897543 .875462 .244431 .911904 .259292 .927459 .424811 .621397 .344087 .211686 .848767 .030711 .205925 .701466 .235237 .831773 .208898 .376893 .591416 .262522 .966305 .522825 .044935 .249475 .246338 .244586 .251025 .619627 .933565 .337124 .005499 .765464 .051881 .599611 .963896 .546928 .239123 .287295 .359631 .530726 .898093 .543335 .135462 .779745 .002490 .103393 .598080 .839145 .427268 .428360 .949700 .130212 .489278 .565201 .460588 .523601 .390922 .867728 .144077 .939108 .364770 .617429 .321790 .059787 .379252 .410556 .707007 .867431 .715785 .394118 .692346 .140620 .117452 .041595 .660000 .187439 .242397 .118963 .195654 .143001 .758753 .794041 .921585 .666743 .680684 .962852 .451551 .493819 .476072 .464366 .794543 .590479 .003320 .826695 .948643 .199436 .168108 .513488 .881553 .015403 .545605 .014511 .980862 .482645 .240284 .044499 .908896 .390947 .340735 .441318 .331851 .623241 .941509 .498943 .548581 .886954 .199437 .548730 .809510 .040696 .382707 .742015 .123387 .250162 .529894 .624611 .797524 .914071 .961282 .966986 .102591 .748522 .053900 .387595 .186333 .253798 .145065 .713101 .024674 .054556 .142777 .938919 .740294 .390277 .557322 .709779 .017119 .525275 .802180 .814517 .541784 .561180 .993371 .430533 .512969 .561271 .925536 .040903 .116644 .988352 .079848 .275938 .171539 .099733 .344088 .461233 .483247 .792831 .249647 .100229 .536870 .323075 .754615 .020099 .690749 .413887 .637919 .763558 .404401 .105182 .161501 .848769 .091882 .009732 .825395 .270422 .086304 .833898 .737464 .278580 .900458 .549751 .981506 .549493 .881997 .918707 .615068 .476646 .731895 .020747 .677262 .696229 .064464 .271246 .701841 .361827 .757687 .649020 .971877 .499042 .912272 .953750 .587193 .823431 .540164 .405666 .281310 .030068 .227398 .207145 .329507 .706178 .083586 .991078 .542427 .851366 .158873 .046189 .755331 .223084 .283060 .326481 .333105 .914051 .007893 .326046 .047594 .119018 .538408 .623381 .594136 .285121 .590290 .284666 .879577 .762207 .917575 .374161 .613622 .695026 .390212 .557817 .651483 .483470 .894159 .269400 .397583 .911260 .717646 .489497 .230694 .541374 .775130 .382086 .864299 .016841 .482774 .519081 .398072 .893555 .195023 .717469 .979202 .885521 .029773 .742877 .525165 .344674 .218185 .931393 .278817 .570568 |
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