Class information for:
Level 1: NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL

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
686 1                   NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL 3188

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NONPARAMETRIC REGRESSION authKW 1083519 12% 28% 397
2 VARYING COEFFICIENT MODEL authKW 863375 5% 60% 146
3 PARTIALLY LINEAR MODEL authKW 707369 4% 62% 116
4 SINGLE INDEX MODEL authKW 435634 3% 48% 92
5 LOCAL LINEAR REGRESSION authKW 380533 2% 51% 76
6 STATISTICS & PROBABILITY WoSSC 377962 83% 1% 2654
7 LOCAL POLYNOMIAL REGRESSION authKW 327174 2% 47% 70
8 PARTIAL LINEAR MODEL authKW 312076 2% 53% 60
9 ADDITIVE MODEL authKW 295239 3% 29% 103
10 BANDWIDTH SELECTION authKW 269915 3% 27% 100

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 377962 83% 1% 2654
2 Social Sciences, Mathematical Methods 17821 9% 1% 298
3 Mathematics, Interdisciplinary Applications 6390 11% 0% 336
4 Economics 2865 11% 0% 353
5 Mathematical & Computational Biology 2567 6% 0% 176
6 Computer Science, Interdisciplinary Applications 1048 6% 0% 176
7 Biology 391 4% 0% 122
8 Mathematics 174 5% 0% 154
9 Mathematics, Applied 101 4% 0% 116
10 Medical Informatics 75 1% 0% 24

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STAT 81772 24% 1% 758
2 SHEN ZHEN HONG KONG JOINT PL STAT SCI 79066 0% 67% 12
3 STAT MANAGEMENT 56832 1% 14% 41
4 STAT OKONOMETRIE 33647 1% 14% 24
5 ADV STAT ECONOMETR 28226 0% 29% 10
6 LEUVEN STAT LSTAT 23519 0% 24% 10
7 BEIJING SCI ENGN COMP 22005 0% 32% 7
8 ELECT ENGN SCD SISTA 19768 0% 100% 2
9 EQUIPE CQFD 19768 0% 100% 2
10 EU ENXENERIA TECN IND 19768 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF NONPARAMETRIC STATISTICS 220807 4% 16% 141
2 ANNALS OF STATISTICS 100029 6% 5% 201
3 JOURNAL OF MULTIVARIATE ANALYSIS 98837 6% 5% 191
4 ECONOMETRIC THEORY 56173 3% 7% 87
5 STATISTICA SINICA 53617 3% 5% 100
6 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 50289 5% 3% 158
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 49001 5% 3% 175
8 STATISTICS & PROBABILITY LETTERS 39357 5% 2% 172
9 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 36171 6% 2% 176
10 JOURNAL OF THE KOREAN STATISTICAL SOCIETY 29178 1% 8% 38

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 NONPARAMETRIC REGRESSION 1083519 12% 28% 397 Search NONPARAMETRIC+REGRESSION Search NONPARAMETRIC+REGRESSION
2 VARYING COEFFICIENT MODEL 863375 5% 60% 146 Search VARYING+COEFFICIENT+MODEL Search VARYING+COEFFICIENT+MODEL
3 PARTIALLY LINEAR MODEL 707369 4% 62% 116 Search PARTIALLY+LINEAR+MODEL Search PARTIALLY+LINEAR+MODEL
4 SINGLE INDEX MODEL 435634 3% 48% 92 Search SINGLE+INDEX+MODEL Search SINGLE+INDEX+MODEL
5 LOCAL LINEAR REGRESSION 380533 2% 51% 76 Search LOCAL+LINEAR+REGRESSION Search LOCAL+LINEAR+REGRESSION
6 LOCAL POLYNOMIAL REGRESSION 327174 2% 47% 70 Search LOCAL+POLYNOMIAL+REGRESSION Search LOCAL+POLYNOMIAL+REGRESSION
7 PARTIAL LINEAR MODEL 312076 2% 53% 60 Search PARTIAL+LINEAR+MODEL Search PARTIAL+LINEAR+MODEL
8 ADDITIVE MODEL 295239 3% 29% 103 Search ADDITIVE+MODEL Search ADDITIVE+MODEL
9 BANDWIDTH SELECTION 269915 3% 27% 100 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
10 ASYMPTOTIC NORMALITY 214761 6% 12% 183 Search ASYMPTOTIC+NORMALITY Search ASYMPTOTIC+NORMALITY

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 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL
2 27961 L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE
3 14070 EMPIRICAL LIKELIHOOD//WILKS THEOREM//GENERALIZED EMPIRICAL LIKELIHOOD
4 9146 BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR
5 25153 ASYMMETRIC LAPLACE DISTRIBUTION//BAYESIAN QUANTILE REGRESSION//QUANTILE REGRESSION
6 7027 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION
7 28265 BAHADUR EXACT SLOPE//LOCAL U STATISTIC//INACCURACY RATE
8 7623 PARTIAL IDENTIFICATION//JOURNAL OF ECONOMETRICS//NONSEPARABLE MODELS
9 30417 SPURIOUS REGRESSION//INTEGRATED TIME SERIES//FUNCTIONAL COEFFICIENTS
10 15528 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE

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