course 4.1.2.2

Linear congruential generators and their properties, sub-random processes, testing randomness, Monte Carlo simulation, CPAN modules, idioms for shuffling.

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Code

Generating Randomness

Martin Krzywinski

value 1.25892541179417 0 diff 1.25892541179417 1 value 1.58489319246111 0 diff 1.58489319246111 1 value 1.99526231496888 0 diff 1.99526231496888 1 value 2.51188643150958 1.59242868221399 diff 2.51188643150958 0.493114207408661 value 3.16227766016838 2.5298221281347 diff 3.16227766016838 0.194732606328207 value 3.98107170553497 2.00950914520766 diff 3.98107170553497 0.360353372703662 value 5.01187233627272 3.19241970395021 diff 5.01187233627272 0.0161787526152815 value 6.30957344480193 2.53582910793778 diff 6.30957344480193 0.192820525270781 value 7.94328234724282 2.51785082358833 diff 7.94328234724282 0.198543190915834 value 10 2.8 diff 10 0.108732318685386 value 12.5892541179417 2.85958164500741 diff 12.5892541179417 0.0897668920444335 value 15.8489319246111 3.02859525350493 diff 15.8489319246111 0.0359681895600777 value 19.9526231496888 3.20759829521454 diff 19.9526231496888 0.0210102482730621 value 25.1188643150958 3.34410023264938 diff 25.1188643150958 0.0644601644418113 value 31.6227766016838 3.03578655376164 diff 31.6227766016838 0.0336791275938488 value 39.8107170553497 3.11473917507188 diff 39.8107170553497 0.00854772769067628 value 50.1187233627272 3.11260921135145 diff 50.1187233627272 0.00922571620010074 value 63.0957344480193 3.16978638492223 diff 63.0957344480193 0.00897434341152332 value 79.4328234724281 3.22284905419307 diff 79.4328234724281 0.025864715627733 value 100 3.12 diff 100 0.00687315510657303 value 125.892541179417 3.17731293889713 diff 125.892541179417 0.0113701199506294 value 158.489319246111 3.15478672240096 diff 158.489319246111 0.0041998025415852 value 199.526231496888 3.10736084848909 diff 199.526231496888 0.0108963219854707 value 251.188643150958 3.10523593031728 diff 251.188643150958 0.0115727044468895 value 316.227766016838 3.14962854952771 diff 316.227766016838 0.00255790512138166 value 398.107170553497 3.17502444942811 diff 398.107170553497 0.0106416711282139 value 501.187233627272 3.14453340839095 diff 501.187233627272 0.000936071326051663 value 630.957344480193 3.16978638492223 diff 630.957344480193 0.00897434341152375 value 794.328234724281 3.16745633607413 diff 794.328234724281 0.00823266582788153 value 1000 3.144 diff 1000 0.000766282161837951 value 1258.92541179417 3.15507174832485 diff 1258.92541179417 0.00429052911097495 value 1584.89319246111 3.1345960873776 diff 1584.89319246111 0.00222707619468083 value 1995.26231496888 3.13943683144123 diff 1995.26231496888 0.000686219502740072 value 2511.88643150958 3.14026936132599 diff 2511.88643150958 0.000421217009880052 value 3162.27766016838 3.14330399420737 diff 3162.27766016838 0.000544736637202225 value 3981.07170553497 3.13784853024177 diff 3981.07170553497 0.0011917914767683 value 5011.87233627273 3.14054288376101 diff 5011.87233627273 0.000334152114717546 value 6309.57344480193 3.14379413656587 diff 6309.57344480193 0.000700753795549289 value 7943.28234724281 3.14328496816768 diff 7943.28234724281 0.000538680460673423 value 10000 3.1416 diff 10000 2.33843499679617e-06

1 | Generating Randomness | 4.1.2.2.1

4.1.2.2.1.c1 | brownnoise.wav | Martin Krzywinski | code

4.1.2.2.1.c2 | devrandom | Martin Krzywinski | code

4.1.2.2.1.c3 | drophaltonrice | Martin Krzywinski | code

4.1.2.2.1.c4 | droprice | Martin Krzywinski | code

4.1.2.2.1.c5 | halton | Martin Krzywinski | code

4.1.2.2.1.c6 | halton.11.13.txt | Martin Krzywinski | code

4.1.2.2.1.c7 | halton.3.5.1000.txt | Martin Krzywinski | code

4.1.2.2.1.c8 | halton.3.5.10000.txt | Martin Krzywinski | code

4.1.2.2.1.c9 | halton.3.5.200.txt | Martin Krzywinski | code

4.1.2.2.1.c10 | halton.3.5.2000.txt | Martin Krzywinski | code

4.1.2.2.1.c11 | halton.3.5.400.txt | Martin Krzywinski | code

4.1.2.2.1.c12 | halton.3.5.4000.txt | Martin Krzywinski | code

4.1.2.2.1.c13 | halton.3.5.600.txt | Martin Krzywinski | code

4.1.2.2.1.c14 | halton.3.5.800.txt | Martin Krzywinski | code

4.1.2.2.1.c15 | halton.3.5.txt | Martin Krzywinski | code

4.1.2.2.1.c16 | halton.5.7.txt | Martin Krzywinski | code

4.1.2.2.1.c17 | halton.7.17.txt | Martin Krzywinski | code

4.1.2.2.1.c18 | halton.new.txt | Martin Krzywinski | code

4.1.2.2.1.c19 | haltonrice.diff.txt | Martin Krzywinski | code

4.1.2.2.1.c20 | haltonrice.txt | Martin Krzywinski | code

4.1.2.2.1.c21 | pinknoise.wav | Martin Krzywinski | code

4.1.2.2.1.c22 | prng | Martin Krzywinski | code

4.1.2.2.1.c23 | prng.1.txt | Martin Krzywinski | code

4.1.2.2.1.c24 | prng.2.txt | Martin Krzywinski | code

4.1.2.2.1.c25 | prng.3.txt | Martin Krzywinski | code

4.1.2.2.1.c26 | randbase | Martin Krzywinski | code

4.1.2.2.1.c27 | randrice.diff.txt | Martin Krzywinski | code

4.1.2.2.1.c28 | randrice.txt | Martin Krzywinski | code

4.1.2.2.1.c29 | randstring | Martin Krzywinski | code

4.1.2.2.1.c30 | randtests | Martin Krzywinski | code

4.1.2.2.1.c31 | rice.diff.txt | Martin Krzywinski | code

4.1.2.2.1.c32 | rice.results.txt | Martin Krzywinski | code

4.1.2.2.1.c33 | rice.txt | Martin Krzywinski | code

4.1.2.2.1.c34 | rice.value.txt | Martin Krzywinski | code

4.1.2.2.1.c35 | shake | Martin Krzywinski | code

4.1.2.2.1.c36 | trulyrandom | Martin Krzywinski | code

4.1.2.2.1.c37 | whitenoise.wav | Martin Krzywinski | code

4.1.2.2.1.a1 | Generating Randomness | Martin Krzywinski | pdf

4.1.2.2.1.p1 | Generating Randomness | Martin Krzywinski | ppt

4.1.2.2.1.s1 | Generating Randomness | Martin Krzywinski | slides

course 4.1.2.2

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1 | Generating Randomness | 4.1.2.2.1