Class information for:
Level 1: ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS

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
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
616 2             STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//LONG MEMORY 14308
18756 1                   ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS 561

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ISOTONIC REGRESSION authKW 1056597 13% 26% 71
2 MONOTONE REGRESSION authKW 755272 4% 61% 22
3 SHAPE CONSTRAINTS authKW 749792 6% 43% 31
4 LEAST CONCAVE MAJORANT authKW 699313 3% 66% 19
5 MONOTONE DENSITY authKW 649413 3% 68% 17
6 SHAPE RESTRICTIONS authKW 479375 3% 53% 16
7 CONVEX REGRESSION authKW 475858 2% 71% 12
8 CONVEX MINORANT authKW 401269 2% 71% 10
9 CONE PROJECTION authKW 393250 1% 100% 7
10 CONCAVE MAJORANT authKW 326853 1% 73% 8

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 55263 76% 0% 426
2 Mathematical & Computational Biology 776 7% 0% 40
3 Computer Science, Interdisciplinary Applications 633 10% 0% 54
4 Mathematics, Applied 210 9% 0% 50
5 Social Sciences, Mathematical Methods 204 2% 0% 14
6 Operations Research & Management Science 132 4% 0% 22
7 Mathematics, Interdisciplinary Applications 105 4% 0% 20
8 Medical Informatics 97 2% 0% 10
9 Biology 82 4% 0% 23
10 Computer Science, Artificial Intelligence 54 3% 0% 18

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 UNIT MATH INFORMAT 200635 1% 71% 5
2 ABT ARBEITSMEDKLIN ABT ARBEITSMED 56179 0% 100% 1
3 CIPMA CHAIRE UNESCO 56179 0% 100% 1
4 DPTO ESTADIST LO DM 56179 0% 100% 1
5 EMBASSY PRIME 56179 0% 100% 1
6 EQUIPE PROBABILITE STAT MODELISAT 56179 0% 100% 1
7 GRP RECH PERFORMANCE SECUR HUMAINE UNIV SHERBRO 56179 0% 100% 1
8 JIANN HSU PUBL HLTH 56179 0% 100% 1
9 JOINT U823 56179 0% 100% 1
10 MAIAGE INRA 56179 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANNALS OF STATISTICS 57734 11% 2% 64
2 JOURNAL OF NONPARAMETRIC STATISTICS 14189 3% 2% 15
3 SCANDINAVIAN JOURNAL OF STATISTICS 11312 3% 1% 17
4 STATISTICA SINICA 9873 3% 1% 18
5 STATISTICS & PROBABILITY LETTERS 8748 6% 0% 34
6 COMPUTATIONAL STATISTICS & DATA ANALYSIS 7491 5% 1% 26
7 ELECTRONIC JOURNAL OF STATISTICS 7489 2% 1% 11
8 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 6622 5% 0% 27
9 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 5483 2% 1% 10
10 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 4457 2% 1% 10

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ISOTONIC REGRESSION 1056597 13% 26% 71 Search ISOTONIC+REGRESSION Search ISOTONIC+REGRESSION
2 MONOTONE REGRESSION 755272 4% 61% 22 Search MONOTONE+REGRESSION Search MONOTONE+REGRESSION
3 SHAPE CONSTRAINTS 749792 6% 43% 31 Search SHAPE+CONSTRAINTS Search SHAPE+CONSTRAINTS
4 LEAST CONCAVE MAJORANT 699313 3% 66% 19 Search LEAST+CONCAVE+MAJORANT Search LEAST+CONCAVE+MAJORANT
5 MONOTONE DENSITY 649413 3% 68% 17 Search MONOTONE+DENSITY Search MONOTONE+DENSITY
6 SHAPE RESTRICTIONS 479375 3% 53% 16 Search SHAPE+RESTRICTIONS Search SHAPE+RESTRICTIONS
7 CONVEX REGRESSION 475858 2% 71% 12 Search CONVEX+REGRESSION Search CONVEX+REGRESSION
8 CONVEX MINORANT 401269 2% 71% 10 Search CONVEX+MINORANT Search CONVEX+MINORANT
9 CONE PROJECTION 393250 1% 100% 7 Search CONE+PROJECTION Search CONE+PROJECTION
10 CONCAVE MAJORANT 326853 1% 73% 8 Search CONCAVE+MAJORANT Search CONCAVE+MAJORANT

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 21089 EXCESS MASS//SIZER//SET ESTIMATION
2 10480 ORDER RESTRICTED INFERENCE//ORDERED ALTERNATIVES//ORDER RESTRICTION
3 18295 INTERVAL CENSORING//CURRENT STATUS DATA//INTERVAL CENSORED DATA
4 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
5 12143 WHITE NOISE MODEL//DECONVOLUTION//ADAPTIVE ESTIMATION
6 32363 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION
7 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL
8 9146 BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR
9 31171 BLENDED UNDERGROUND STORAGE TANK LEAK MODEL//CONSISTENT CONFIDENCE APPROACH//LINK TRANSFORMATIONS
10 22680 BURGERS TURBULENCE//RANDOM INITIAL VELOCITY//STOCHAST CHAOT PROC SCI TECHNOL

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