Class information for:
Level 1: L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE

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
27961 1                   L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE 237

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 L 1 ERROR authKW 567384 3% 53% 8
2 NONPARAMETRIC REGRESSION ESTIMATION authKW 447931 3% 42% 8
3 REGRESSION ESTIMATE authKW 434401 3% 47% 7
4 RANK NEAREST NEIGHBOR authKW 398947 1% 100% 3
5 STRONG UNIVERSAL POINTWISE CONSISTENCY authKW 398947 1% 100% 3
6 NONPARAMETRIC RESIDUALS authKW 354617 2% 67% 4
7 CONDITIONAL U STATISTICS authKW 303956 2% 57% 4
8 COMP ENG CONTROL ROBOT address 299209 1% 75% 3
9 DELTA ESTIMATORS authKW 265965 1% 100% 2
10 ERROR DEPENDING ON PREDICTOR authKW 265965 1% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 13864 59% 0% 139
2 Computer Science, Information Systems 515 13% 0% 30
3 Computer Science, Artificial Intelligence 264 9% 0% 22
4 Mathematics 126 11% 0% 27
5 Computer Science, Cybernetics 110 2% 0% 5
6 Engineering, Electrical & Electronic 85 14% 0% 32
7 Mathematics, Applied 26 5% 0% 13
8 Automation & Control Systems 25 3% 0% 6
9 Computer Science, Theory & Methods 16 3% 0% 7
10 Computer Science, Interdisciplinary Applications 7 2% 0% 5

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP ENG CONTROL ROBOT 299209 1% 75% 3
2 ANAL NON LINEARE GEOMETRIE EA 2151 132982 0% 100% 1
3 EQUIPPE ECON QUANTITAT INTEGRAT POLIT PUBL EC 132982 0% 100% 1
4 HECTOR EMPIR BLDG FOR 132982 0% 100% 1
5 INFORMATIZAT PROBLEMS 132982 0% 100% 1
6 INFORMATIZAT PROBLEMSSIBERIAN BRANCH 132982 0% 100% 1
7 LEHRSTUHK MUSTERERKENNUNG 132982 0% 100% 1
8 PHYS MATH FONCT SPECIALES PLICAT PMFSA 132982 0% 100% 1
9 TOMSK POLYTECHN UNIV 132982 0% 100% 1
10 TOMSK SCI RUSSIAN SCI 132982 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF MULTIVARIATE ANALYSIS 17663 9% 1% 22
2 ANNALS OF STATISTICS 10798 8% 0% 18
3 ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS 8742 5% 1% 11
4 IEEE TRANSACTIONS ON INFORMATION THEORY 8650 11% 0% 25
5 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 6987 8% 0% 18
6 JOURNAL OF NONPARAMETRIC STATISTICS 5373 3% 1% 6
7 STATISTICS & PROBABILITY LETTERS 4589 7% 0% 16
8 ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE 3580 2% 1% 4
9 ELECTRONIC JOURNAL OF STATISTICS 2343 2% 0% 4
10 METRIKA 2232 2% 0% 4

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 L 1 ERROR 567384 3% 53% 8 Search L+1+ERROR Search L+1+ERROR
2 NONPARAMETRIC REGRESSION ESTIMATION 447931 3% 42% 8 Search NONPARAMETRIC+REGRESSION+ESTIMATION Search NONPARAMETRIC+REGRESSION+ESTIMATION
3 REGRESSION ESTIMATE 434401 3% 47% 7 Search REGRESSION+ESTIMATE Search REGRESSION+ESTIMATE
4 RANK NEAREST NEIGHBOR 398947 1% 100% 3 Search RANK+NEAREST+NEIGHBOR Search RANK+NEAREST+NEIGHBOR
5 STRONG UNIVERSAL POINTWISE CONSISTENCY 398947 1% 100% 3 Search STRONG+UNIVERSAL+POINTWISE+CONSISTENCY Search STRONG+UNIVERSAL+POINTWISE+CONSISTENCY
6 NONPARAMETRIC RESIDUALS 354617 2% 67% 4 Search NONPARAMETRIC+RESIDUALS Search NONPARAMETRIC+RESIDUALS
7 CONDITIONAL U STATISTICS 303956 2% 57% 4 Search CONDITIONAL+U+STATISTICS Search CONDITIONAL+U+STATISTICS
8 DELTA ESTIMATORS 265965 1% 100% 2 Search DELTA+ESTIMATORS Search DELTA+ESTIMATORS
9 ERROR DEPENDING ON PREDICTOR 265965 1% 100% 2 Search ERROR+DEPENDING+ON+PREDICTOR Search ERROR+DEPENDING+ON+PREDICTOR
10 PINSKER ORACLE 265965 1% 100% 2 Search PINSKER+ORACLE Search PINSKER+ORACLE

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 28265 BAHADUR EXACT SLOPE//LOCAL U STATISTIC//INACCURACY RATE
2 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
3 9146 BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR
4 9379 REPRODUCING KERNEL HILBERT SPACE//LEARNING THEORY//GENERALIZATION BOUNDS
5 8002 RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM//HAMMERSTEIN MODEL
6 26202 SWING OPTIONS//BERMUDAN OPTIONS//AMERICAN OPTIONS
7 12411 QUANTILE PROCESS//LARGE DEVIATION PROBABILITY//LAW OF THE ITERATED LOGARITHM
8 26259 BOX COX TRANSFORMATION//MULTIVARIATE BOX COX TRANSFORMATION//INSTANTANEOUS TRANSFORMATION
9 7027 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION
10 11592 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST

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