Class information for:
Level 2: SPECTRAL TEST//RANDOM NUMBERS//UNIFORM PSEUDORANDOM NUMBERS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3507 1428 19.9 32%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
377 3       TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES 32367
3507 2             SPECTRAL TEST//RANDOM NUMBERS//UNIFORM PSEUDORANDOM NUMBERS 1428
15471 1                   SPECTRAL TEST//UNIFORM PSEUDORANDOM NUMBERS//MULTIPLE RECURSIVE GENERATOR 711
22481 1                   RANDOM VARIATE GENERATION//REJECTION METHOD//TRANSFORMED DENSITY REJECTION 380
28420 1                   STRD//GNUMERIC//SOFTWARE ACCURACY 207
37006 1                   GENERATOR SEEDING//IBM COMPATIBLE MICROCOMPUTER//IBM MICROCOMPUTER 69
37318 1                   REATO PESQUISA//REATOR PESQUISA CRPQ//BIOCHEMISTRY ANALYSES 61

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 SPECTRAL TEST authKW 458436 2% 79% 27
2 RANDOM NUMBERS authKW 418380 4% 36% 54
3 UNIFORM PSEUDORANDOM NUMBERS authKW 406251 1% 100% 19
4 MULTIPLE RECURSIVE GENERATOR authKW 342106 1% 100% 16
5 LINEAR CONGRUENTIAL GENERATOR authKW 301194 1% 78% 18
6 RANDOM NUMBER GENERATOR authKW 294903 4% 27% 52
7 RANDOM NUMBER GENERATION authKW 246353 4% 21% 54
8 RANDOM VARIATE GENERATION authKW 230907 1% 60% 18
9 PSEUDORANDOM NUMBERS authKW 219898 2% 43% 24
10 REJECTION METHOD authKW 203737 1% 53% 18

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Statistics & Probability 10423 21% 0% 301
2 Computer Science, Interdisciplinary Applications 8361 21% 0% 299
3 Computer Science, Software Engineering 2369 10% 0% 140
4 Computer Science, Theory & Methods 2174 11% 0% 161
5 Mathematics, Applied 2093 16% 0% 231
6 Physics, Mathematical 1488 10% 0% 137
7 Computer Science, Hardware & Architecture 773 4% 0% 63
8 Operations Research & Management Science 590 5% 0% 72
9 Social Sciences, Mathematical Methods 116 1% 0% 18
10 Mathematics, Interdisciplinary Applications 73 2% 0% 30

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PL STAT DATA PROC 44539 0% 42% 5
2 REATO PESQUISA 42763 0% 100% 2
3 REATOR PESQUISA CRPQ 38485 0% 60% 3
4 DEP INGN CIRCUITOS SISTEMAS 28508 0% 67% 2
5 6 SIGMA 21382 0% 100% 1
6 BOHAI DRILLING 21382 0% 100% 1
7 CNA CORP 21382 0% 100% 1
8 COMP SCI MODELING SYST OPTIMIZAT 21382 0% 100% 1
9 CORP VALIDAT 21382 0% 100% 1
10 DEP CIS 21382 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE 17684 2% 3% 31
2 COMPUTER PHYSICS COMMUNICATIONS 12483 5% 1% 66
3 MATHEMATICS OF COMPUTATION 11835 3% 1% 47
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 11182 4% 1% 51
5 COMPUTING 11106 2% 2% 31
6 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 7891 2% 1% 31
7 SIMULATION 7211 1% 2% 17
8 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION 7169 1% 4% 9
9 AMERICAN STATISTICIAN 5438 1% 1% 21
10 STATISTICS AND COMPUTING 5383 1% 2% 16

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SPECTRAL TEST 458436 2% 79% 27 Search SPECTRAL+TEST Search SPECTRAL+TEST
2 RANDOM NUMBERS 418380 4% 36% 54 Search RANDOM+NUMBERS Search RANDOM+NUMBERS
3 UNIFORM PSEUDORANDOM NUMBERS 406251 1% 100% 19 Search UNIFORM+PSEUDORANDOM+NUMBERS Search UNIFORM+PSEUDORANDOM+NUMBERS
4 MULTIPLE RECURSIVE GENERATOR 342106 1% 100% 16 Search MULTIPLE+RECURSIVE+GENERATOR Search MULTIPLE+RECURSIVE+GENERATOR
5 LINEAR CONGRUENTIAL GENERATOR 301194 1% 78% 18 Search LINEAR+CONGRUENTIAL+GENERATOR Search LINEAR+CONGRUENTIAL+GENERATOR
6 RANDOM NUMBER GENERATOR 294903 4% 27% 52 Search RANDOM+NUMBER+GENERATOR Search RANDOM+NUMBER+GENERATOR
7 RANDOM NUMBER GENERATION 246353 4% 21% 54 Search RANDOM+NUMBER+GENERATION Search RANDOM+NUMBER+GENERATION
8 RANDOM VARIATE GENERATION 230907 1% 60% 18 Search RANDOM+VARIATE+GENERATION Search RANDOM+VARIATE+GENERATION
9 PSEUDORANDOM NUMBERS 219898 2% 43% 24 Search PSEUDORANDOM+NUMBERS Search PSEUDORANDOM+NUMBERS
10 REJECTION METHOD 203737 1% 53% 18 Search REJECTION+METHOD Search REJECTION+METHOD

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 L'ECUYER, P , SIMARD, R , (2007) TESTU01: A C LIBRARY FOR EMPIRICAL TESTING OF RANDOM NUMBER GENERATORS.ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE. VOL. 33. ISSUE 4. P. - 40 80% 147
2 L'ECUYER, P , MUNGER, D , ORESHKIN, B , SIMARD, R , (2017) RANDOM NUMBERS FOR PARALLEL COMPUTERS: REQUIREMENTS AND METHODS, WITH EMPHASIS ON GPUS.MATHEMATICS AND COMPUTERS IN SIMULATION. VOL. 135. ISSUE . P. 3 -17 30 97% 0
3 HILL, DRC , MAZEL, C , PASSERAT-PALMBACH, J , TRAORE, MK , (2013) DISTRIBUTION OF RANDOM STREAMS FOR SIMULATION PRACTITIONERS.CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. VOL. 25. ISSUE 10. P. 1427 -1442 27 84% 3
4 VATTULAINEN, I , KANKAALA, K , SAARINEN, J , ALANISSILA, T , (1995) A COMPARATIVE-STUDY OF SOME PSEUDORANDOM NUMBER GENERATORS.COMPUTER PHYSICS COMMUNICATIONS. VOL. 86. ISSUE 3. P. 209-226 40 91% 35
5 BARABESI, L , PRATELLI, L , (2015) UNIVERSAL METHODS FOR GENERATING RANDOM VARIABLES WITH A GIVEN CHARACTERISTIC FUNCTION.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. VOL. 85. ISSUE 8. P. 1679 -1691 18 95% 3
6 MELARD, G , (2014) ON THE ACCURACY OF STATISTICAL PROCEDURES IN MICROSOFT EXCEL 2010.COMPUTATIONAL STATISTICS. VOL. 29. ISSUE 5. P. 1095 -1128 19 90% 5
7 SOWEY, ER , (1986) A 3RD CLASSIFIED BIBLIOGRAPHY ON RANDOM NUMBER GENERATION AND TESTING.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY. VOL. 149. ISSUE . P. 83 -107 63 74% 8
8 ALMIRON, MG , LOPES, B , OLIVEIRA, ALC , MEDEIROS, AC , FRERY, AC , (2010) ON THE NUMERICAL ACCURACY OF SPREADSHEETS.JOURNAL OF STATISTICAL SOFTWARE. VOL. 34. ISSUE 4. P. 1-29 24 77% 6
9 SEZGIN, F , (2006) DISTRIBUTION OF LATTICE POINTS.COMPUTING. VOL. 78. ISSUE 2. P. 173-193 20 100% 2
10 DENG, LY , GUO, R , LIN, DKJ , BAI, FS , (2008) IMPROVING RANDOM NUMBER GENERATORS IN THE MONTE CARLO SIMULATIONS VIA TWISTING AND COMBINING.COMPUTER PHYSICS COMMUNICATIONS. VOL. 178. ISSUE 6. P. 401-408 21 88% 5

Classes with closest relation at Level 2


Rank Class id link
1 3270 JOURNAL OF COMPLEXITY//QUASI MONTE CARLO METHODS//QUASI MONTE CARLO
2 2632 DEVS//SIMULATION//DISTRIBUTED SIMULATION
3 3737 BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS//BEHAVIOR RESEARCH METHODS & INSTRUMENTATION//GAMING TEACHING
4 2567 LINEAR COMPLEXITY//PERMUTATION POLYNOMIAL//FINITE FIELDS AND THEIR APPLICATIONS
5 1916 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//STATISTICS & PROBABILITY
6 2651 STEINS METHOD//ZERO INFLATION//POISSON APPROXIMATION
7 3870 MICROPOPULATION//INTEGRATED EMPIRICAL PROCESS//INSPECTION RELIABILITY
8 3847 IEEE ANNALS OF THE HISTORY OF COMPUTING//ANNALS OF THE HISTORY OF COMPUTING//HISTORY & PHILOSOPHY OF SCIENCE
9 3220 AMERICAN STATISTICIAN//STATISTICAL EDUCATION//STATISTICS EDUCATION
10 3771 MEASUREMENT UNCERTAINTY//METROLOGIA//COVERAGE INTERVAL

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