Class information for:
Level 1: LEAST ABSOLUTE DEVIATIONS//LEAST ABSOLUTE VALUE REGRESSION//L1 REGRESSION

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
247 3       IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS//JOURNAL OF GEODESY//IET RADAR SONAR AND NAVIGATION 46948
3616 2             TOTAL LEAST SQUARES//STRUCTURED TOTAL LEAST SQUARES//SINGULAR SPECTRUM ANALYSIS 1358
24347 1                   LEAST ABSOLUTE DEVIATIONS//LEAST ABSOLUTE VALUE REGRESSION//L1 REGRESSION 338

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LEAST ABSOLUTE DEVIATIONS authKW 654321 6% 35% 20
2 LEAST ABSOLUTE VALUE REGRESSION authKW 479541 2% 86% 6
3 L1 REGRESSION authKW 463463 4% 38% 13
4 MINIMUM SUM OF ABSOLUTE ERRORS REGRESSION authKW 388517 1% 83% 5
5 L1 NORM APPROXIMATION authKW 298380 1% 80% 4
6 HUBERS M ESTIMATOR authKW 291385 1% 63% 5
7 REDUCED GRADIENT ALGORITHM authKW 279733 1% 100% 3
8 WEIGHTED MEDIAN PROBLEM authKW 248649 1% 67% 4
9 CONVEX QUADRATIC SPLINES authKW 186489 1% 100% 2
10 LEAST DISTANCE PROBLEMS authKW 186489 1% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 6676 34% 0% 116
2 Operations Research & Management Science 2928 21% 0% 72
3 Mathematics, Applied 1414 26% 0% 89
4 Computer Science, Interdisciplinary Applications 912 14% 0% 49
5 Computer Science, Software Engineering 364 8% 0% 27
6 Social Sciences, Mathematical Methods 305 4% 0% 13
7 Engineering, Industrial 122 4% 0% 12
8 Management 69 4% 0% 12
9 Economics 54 5% 0% 18
10 Computer Science, Theory & Methods 45 4% 0% 13

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ARMY TRAINING DO INE COMMAND 93244 0% 100% 1
2 DOERNER BUSINESS MANAGEMENT 93244 0% 100% 1
3 DPE4T ELECT AUTOMAT 93244 0% 100% 1
4 MKT DECIS SCI TEAM 93244 0% 100% 1
5 ODJEL MATEMATIKU 93244 0% 100% 1
6 RED MCCOMBS BUSINESS B6500 93244 0% 100% 1
7 UNITE RECH LOGIST 93244 0% 100% 1
8 INFORMAT RISK OPERAT MANAGEMENT IROM 46621 0% 50% 1
9 METODOS ESTATISTICOS 46621 0% 50% 1
10 UNITE RECH GEST IND AIDE DECIS 31080 0% 33% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMMUNICATIONS IN STATISTICS PART B-SIMULATION AND COMPUTATION 30230 2% 5% 6
2 SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING 18535 4% 2% 13
3 COMPUTATIONAL STATISTICS & DATA ANALYSIS 11525 7% 0% 25
4 COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 9951 6% 1% 19
5 LECTURE NOTES IN ECONOMICS AND MATHEMATICAL SYSTEMS 7187 3% 1% 11
6 ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE 6318 3% 1% 9
7 ACTA PHYSIOLOGICA ACADEMIAE SCIENTIARUM HUNGARICAE 4434 1% 2% 3
8 GEODETSKI LIST 3584 0% 4% 1
9 COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS 3527 1% 1% 4
10 BIT NUMERICAL MATHEMATICS 3006 2% 0% 7

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 LEAST ABSOLUTE DEVIATIONS 654321 6% 35% 20 Search LEAST+ABSOLUTE+DEVIATIONS Search LEAST+ABSOLUTE+DEVIATIONS
2 LEAST ABSOLUTE VALUE REGRESSION 479541 2% 86% 6 Search LEAST+ABSOLUTE+VALUE+REGRESSION Search LEAST+ABSOLUTE+VALUE+REGRESSION
3 L1 REGRESSION 463463 4% 38% 13 Search L1+REGRESSION Search L1+REGRESSION
4 MINIMUM SUM OF ABSOLUTE ERRORS REGRESSION 388517 1% 83% 5 Search MINIMUM+SUM+OF+ABSOLUTE+ERRORS+REGRESSION Search MINIMUM+SUM+OF+ABSOLUTE+ERRORS+REGRESSION
5 L1 NORM APPROXIMATION 298380 1% 80% 4 Search L1+NORM+APPROXIMATION Search L1+NORM+APPROXIMATION
6 HUBERS M ESTIMATOR 291385 1% 63% 5 Search HUBERS+M+ESTIMATOR Search HUBERS+M+ESTIMATOR
7 REDUCED GRADIENT ALGORITHM 279733 1% 100% 3 Search REDUCED+GRADIENT+ALGORITHM Search REDUCED+GRADIENT+ALGORITHM
8 WEIGHTED MEDIAN PROBLEM 248649 1% 67% 4 Search WEIGHTED+MEDIAN+PROBLEM Search WEIGHTED+MEDIAN+PROBLEM
9 CONVEX QUADRATIC SPLINES 186489 1% 100% 2 Search CONVEX+QUADRATIC+SPLINES Search CONVEX+QUADRATIC+SPLINES
10 LEAST DISTANCE PROBLEMS 186489 1% 100% 2 Search LEAST+DISTANCE+PROBLEMS Search LEAST+DISTANCE+PROBLEMS

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 27988 PEARSON TYPE DISTRIBUTIONS//AGR AQUAT SYST PROGRAM//2 WAY CONTINGENCY TABLE
2 3148 BREAKDOWN POINT//DATA DEPTH//HALFSPACE DEPTH
3 25153 ASYMMETRIC LAPLACE DISTRIBUTION//BAYESIAN QUANTILE REGRESSION//QUANTILE REGRESSION
4 15569 JOURNAL OF APPROXIMATION THEORY//PROXIMINAL//POLYA ALGORITHM
5 21538 SUPERIMPOSED EXPONENTIAL SIGNALS//EXPONENTIAL SIGNALS//MIXED SPECTRUM
6 20760 HIRSCH CONJECTURE//PIVOT RULE//DEFICIENT BASIS
7 18452 CONVEX FEASIBILITY PROBLEM//ALTERNATING PROJECTIONS//CONVEX FEASIBILITY
8 37010 ELSAMICIN A//CHARTREUSIN//N 1 NAPHTHYL SUCCINIMIDE
9 33088 DIRECTION OF DEPENDENCE//ROAD SAFETY MEASURE//HOMOGENEITY OF COVARIANCE MATRICES
10 22209 EXISTENCE PROBLEM//SPACINGS//ASYMMETRIC WEIGHT FUNCTION

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