Class information for:
Level 1: WHITE NOISE MODEL//DECONVOLUTION//ADAPTIVE ESTIMATION

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
12143 1                   WHITE NOISE MODEL//DECONVOLUTION//ADAPTIVE ESTIMATION 957

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 WHITE NOISE MODEL authKW 644058 3% 67% 29
2 DECONVOLUTION authKW 418677 17% 8% 164
3 ADAPTIVE ESTIMATION authKW 342710 8% 14% 74
4 MINIMAX RISK authKW 327352 3% 31% 32
5 DENSITY DECONVOLUTION authKW 296377 1% 75% 12
6 DEFICIENCY DISTANCE authKW 253314 1% 77% 10
7 ORACLE INEQUALITY authKW 237049 4% 20% 36
8 ADAPTIVE CURVE ESTIMATION authKW 234177 1% 89% 8
9 ADAPTIVE NONPARAMETRIC ESTIMATION authKW 230520 1% 100% 7
10 NONPARAMETRIC EXPERIMENTS authKW 230520 1% 100% 7

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 115853 84% 0% 805
2 Social Sciences, Mathematical Methods 189 2% 0% 18
3 COMPUTER APPLICATIONS & CYBERNETICS 107 0% 0% 3
4 Mathematics, Applied 107 6% 0% 53
5 Physics, Mathematical 93 3% 0% 33
6 Mathematics, Interdisciplinary Applications 42 2% 0% 19
7 Mathematical & Computational Biology 36 1% 0% 14
8 Computer Science, Information Systems 25 2% 0% 19
9 Computer Science, Interdisciplinary Applications 16 2% 0% 17
10 Mathematics 12 3% 0% 31

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 M 5 122930 4% 10% 36
2 UMR CNRS 8145 72256 1% 17% 13
3 STOCHASTIK ANWENDUNGEN 43907 0% 67% 2
4 UMR 8145 41887 1% 9% 14
5 ANALUMR 6632 32931 0% 100% 1
6 BUR 332 32931 0% 100% 1
7 CEREMADECNRS 32931 0% 100% 1
8 CNRS 90 32931 0% 100% 1
9 D T GMM 32931 0% 100% 1
10 DEPARMENT MATH COMP SCI 32931 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANNALS OF STATISTICS 227858 17% 4% 166
2 ELECTRONIC JOURNAL OF STATISTICS 73601 5% 5% 45
3 BERNOULLI 58588 5% 4% 48
4 JOURNAL OF NONPARAMETRIC STATISTICS 47939 4% 4% 36
5 THEORY OF PROBABILITY AND ITS APPLICATIONS 27571 4% 2% 41
6 STATISTICS & PROBABILITY LETTERS 14411 6% 1% 57
7 PROBABILITY THEORY AND RELATED FIELDS 12510 3% 1% 30
8 JOURNAL OF MULTIVARIATE ANALYSIS 11670 4% 1% 36
9 STATISTICA SINICA 11155 3% 1% 25
10 SCANDINAVIAN JOURNAL OF STATISTICS 11095 2% 2% 22

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 WHITE NOISE MODEL 644058 3% 67% 29 Search WHITE+NOISE+MODEL Search WHITE+NOISE+MODEL
2 DECONVOLUTION 418677 17% 8% 164 Search DECONVOLUTION Search DECONVOLUTION
3 ADAPTIVE ESTIMATION 342710 8% 14% 74 Search ADAPTIVE+ESTIMATION Search ADAPTIVE+ESTIMATION
4 MINIMAX RISK 327352 3% 31% 32 Search MINIMAX+RISK Search MINIMAX+RISK
5 DENSITY DECONVOLUTION 296377 1% 75% 12 Search DENSITY+DECONVOLUTION Search DENSITY+DECONVOLUTION
6 DEFICIENCY DISTANCE 253314 1% 77% 10 Search DEFICIENCY+DISTANCE Search DEFICIENCY+DISTANCE
7 ORACLE INEQUALITY 237049 4% 20% 36 Search ORACLE+INEQUALITY Search ORACLE+INEQUALITY
8 ADAPTIVE CURVE ESTIMATION 234177 1% 89% 8 Search ADAPTIVE+CURVE+ESTIMATION Search ADAPTIVE+CURVE+ESTIMATION
9 ADAPTIVE NONPARAMETRIC ESTIMATION 230520 1% 100% 7 Search ADAPTIVE+NONPARAMETRIC+ESTIMATION Search ADAPTIVE+NONPARAMETRIC+ESTIMATION
10 NONPARAMETRIC EXPERIMENTS 230520 1% 100% 7 Search NONPARAMETRIC+EXPERIMENTS Search NONPARAMETRIC+EXPERIMENTS

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 21089 EXCESS MASS//SIZER//SET ESTIMATION
3 5116 IMAGE DENOISING//VIDEO DENOISING//WAVELETS
4 9146 BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR
5 9379 REPRODUCING KERNEL HILBERT SPACE//LEARNING THEORY//GENERALIZATION BOUNDS
6 18756 ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS
7 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
8 11635 REGRESSION CALIBRATION//MEASUREMENT ERROR//MISCLASSIFICATION
9 7586 ILL POSED PROBLEM//DISCREPANCY PRINCIPLE//TIKHONOV REGULARIZATION
10 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL

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