Class information for:
Level 1: BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR

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
9146 1                   BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR 1213

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BANDWIDTH SELECTION authKW 613820 8% 25% 93
2 DENSITY ESTIMATION authKW 446618 11% 13% 134
3 MEAN INTEGRATED SQUARED ERROR authKW 410585 3% 44% 36
4 BOUNDARY BIAS authKW 347184 2% 64% 21
5 KERNEL DENSITY ESTIMATION authKW 310437 8% 13% 92
6 NONPARAMETRIC DENSITY ESTIMATION authKW 273949 4% 23% 45
7 KERNEL ESTIMATOR authKW 234901 5% 15% 60
8 ASYMMETRIC KERNEL authKW 219530 1% 65% 13
9 OPTIMAL KERNEL authKW 199570 1% 59% 13
10 INTEGRATED SQUARED ERROR authKW 197573 1% 45% 17

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 129877 79% 1% 960
2 Computer Science, Interdisciplinary Applications 1110 9% 0% 106
3 Social Sciences, Mathematical Methods 496 3% 0% 32
4 Mathematical & Computational Biology 434 4% 0% 46
5 Computer Science, Artificial Intelligence 227 4% 0% 51
6 Biology 116 3% 0% 42
7 Mathematics, Interdisciplinary Applications 110 3% 0% 32
8 Psychology, Mathematical 45 0% 0% 6
9 Economics 42 3% 0% 37
10 Computer Science, Theory & Methods 23 2% 0% 23

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 THEORET PL STAT LSTA 58456 0% 75% 3
2 LAMOS 58199 1% 20% 11
3 COMP SCI LIPN 51962 0% 100% 2
4 GRP MODES 51962 0% 100% 2
5 LMB UMR CNRS 6623 51962 0% 100% 2
6 CHAIRE GENIE CIVIL ECOCONSTRUCT 34640 0% 67% 2
7 UR 1 34640 0% 67% 2
8 AMD CLIN 25981 0% 100% 1
9 AMD CLIN PROD VALIDAT 25981 0% 100% 1
10 BASIC STAND PL MATH STAT ENGN 25981 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF NONPARAMETRIC STATISTICS 155605 6% 8% 73
2 STATISTICS & PROBABILITY LETTERS 44018 9% 2% 112
3 ANNALS OF STATISTICS 39593 6% 2% 78
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 27354 6% 1% 73
5 JOURNAL OF MULTIVARIATE ANALYSIS 17064 4% 1% 49
6 BIOMETRIKA 12692 3% 1% 40
7 SCANDINAVIAN JOURNAL OF STATISTICS 12222 2% 2% 26
8 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 12179 4% 1% 48
9 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 11788 5% 1% 62
10 CONTRIBUTIONS TO STATISTICS 9946 1% 3% 15

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BANDWIDTH SELECTION 613820 8% 25% 93 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
2 DENSITY ESTIMATION 446618 11% 13% 134 Search DENSITY+ESTIMATION Search DENSITY+ESTIMATION
3 MEAN INTEGRATED SQUARED ERROR 410585 3% 44% 36 Search MEAN+INTEGRATED+SQUARED+ERROR Search MEAN+INTEGRATED+SQUARED+ERROR
4 BOUNDARY BIAS 347184 2% 64% 21 Search BOUNDARY+BIAS Search BOUNDARY+BIAS
5 KERNEL DENSITY ESTIMATION 310437 8% 13% 92 Search KERNEL+DENSITY+ESTIMATION Search KERNEL+DENSITY+ESTIMATION
6 NONPARAMETRIC DENSITY ESTIMATION 273949 4% 23% 45 Search NONPARAMETRIC+DENSITY+ESTIMATION Search NONPARAMETRIC+DENSITY+ESTIMATION
7 KERNEL ESTIMATOR 234901 5% 15% 60 Search KERNEL+ESTIMATOR Search KERNEL+ESTIMATOR
8 ASYMMETRIC KERNEL 219530 1% 65% 13 Search ASYMMETRIC+KERNEL Search ASYMMETRIC+KERNEL
9 OPTIMAL KERNEL 199570 1% 59% 13 Search OPTIMAL+KERNEL Search OPTIMAL+KERNEL
10 INTEGRATED SQUARED ERROR 197573 1% 45% 17 Search INTEGRATED+SQUARED+ERROR Search INTEGRATED+SQUARED+ERROR

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 28265 BAHADUR EXACT SLOPE//LOCAL U STATISTIC//INACCURACY RATE
3 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
4 27961 L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE
5 12143 WHITE NOISE MODEL//DECONVOLUTION//ADAPTIVE ESTIMATION
6 32278 PROJECTION PURSUIT//AUTO ASSOCIATIVE MODELS//DISCRIMINANT SPACE
7 4846 KAPLAN MEIER ESTIMATOR//CENSORED DATA//PRODUCT LIMIT ESTIMATOR
8 36115 OVERLAPPING COEFFICIENT//MORISITAS MEASURE//PROPORTION OF SIMILAR RESPONSES
9 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL
10 18756 ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS

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