Class information for:
Level 1: FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION

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
7027 1                   FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION 1441

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FUNCTIONAL DATA ANALYSIS authKW 4101091 24% 55% 344
2 FUNCTIONAL DATA authKW 3459865 18% 62% 255
3 FUNCTIONAL REGRESSION authKW 787277 4% 67% 54
4 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS authKW 711312 4% 59% 55
5 FUNCTIONAL LINEAR MODEL authKW 705642 3% 73% 44
6 FUNCTIONAL PRINCIPAL COMPONENTS authKW 680779 3% 76% 41
7 FUNCTIONAL LINEAR REGRESSION authKW 484497 2% 92% 24
8 CURVE REGISTRATION authKW 398560 2% 68% 27
9 FUNCTIONAL TIME SERIES authKW 274790 1% 74% 17
10 COVARIANCE OPERATOR authKW 246975 2% 47% 24

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 173540 84% 1% 1209
2 Mathematical & Computational Biology 6016 12% 0% 175
3 Mathematics, Interdisciplinary Applications 1347 7% 0% 106
4 Computer Science, Interdisciplinary Applications 961 8% 0% 109
5 Medical Informatics 683 3% 0% 41
6 Biology 656 7% 0% 96
7 Social Sciences, Mathematical Methods 306 2% 0% 28
8 Psychology, Mathematical 197 1% 0% 13
9 Mathematics 111 5% 0% 78
10 Computer Science, Artificial Intelligence 96 3% 0% 40

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STAT PROC STOCHAST 136260 1% 69% 9
2 UMR C5583 107101 1% 29% 17
3 MOX MATH 105838 1% 44% 11
4 EQUIPE GRIMM 104195 1% 53% 9
5 AGEIS EA 7407 91123 0% 83% 5
6 PROJET AXIS 78727 0% 60% 6
7 AGIM TEAM 65609 0% 100% 3
8 POLIT SCI JEAN MONNET 49206 0% 75% 3
9 STAT 44110 26% 1% 374
10 DIP SCI ECON METODI QUANTITAT 43740 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ELECTRONIC JOURNAL OF STATISTICS 95796 4% 7% 63
2 JOURNAL OF MULTIVARIATE ANALYSIS 39316 6% 2% 81
3 COMPUTATIONAL STATISTICS & DATA ANALYSIS 36583 6% 2% 92
4 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 33280 3% 3% 44
5 JOURNAL OF NONPARAMETRIC STATISTICS 25129 2% 4% 32
6 ANNALS OF STATISTICS 23106 5% 2% 65
7 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 21872 2% 3% 32
8 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 21835 5% 1% 70
9 ANNALS OF APPLIED STATISTICS 18189 2% 3% 27
10 CONTRIBUTIONS TO STATISTICS 16418 1% 4% 21

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FUNCTIONAL DATA ANALYSIS 4101091 24% 55% 344 Search FUNCTIONAL+DATA+ANALYSIS Search FUNCTIONAL+DATA+ANALYSIS
2 FUNCTIONAL DATA 3459865 18% 62% 255 Search FUNCTIONAL+DATA Search FUNCTIONAL+DATA
3 FUNCTIONAL REGRESSION 787277 4% 67% 54 Search FUNCTIONAL+REGRESSION Search FUNCTIONAL+REGRESSION
4 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS 711312 4% 59% 55 Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS
5 FUNCTIONAL LINEAR MODEL 705642 3% 73% 44 Search FUNCTIONAL+LINEAR+MODEL Search FUNCTIONAL+LINEAR+MODEL
6 FUNCTIONAL PRINCIPAL COMPONENTS 680779 3% 76% 41 Search FUNCTIONAL+PRINCIPAL+COMPONENTS Search FUNCTIONAL+PRINCIPAL+COMPONENTS
7 FUNCTIONAL LINEAR REGRESSION 484497 2% 92% 24 Search FUNCTIONAL+LINEAR+REGRESSION Search FUNCTIONAL+LINEAR+REGRESSION
8 CURVE REGISTRATION 398560 2% 68% 27 Search CURVE+REGISTRATION Search CURVE+REGISTRATION
9 FUNCTIONAL TIME SERIES 274790 1% 74% 17 Search FUNCTIONAL+TIME+SERIES Search FUNCTIONAL+TIME+SERIES
10 COVARIANCE OPERATOR 246975 2% 47% 24 Search COVARIANCE+OPERATOR Search COVARIANCE+OPERATOR

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
1 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
2 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL
3 21089 EXCESS MASS//SIZER//SET ESTIMATION
4 17368 SHAPE SPACE//EXTRINSIC MEAN//FRECHET MEAN
5 15528 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
6 27961 L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE
7 27911 PRINCIPAL POINTS//SELECTIVE ASSEMBLY//BATCH SELECTIVE ASSEMBLY
8 30457 PRINCIPAL DIFFERENTIAL ANALYSIS//BAYESIAN ODE PENALIZED B SPLINE//CIRCUIT THEORY MEASUREMENT SCI MAT SCI
9 25288 LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES
10 22518 DIALYSIS BIOREACTOR//DOUBLE THYMIDINE BLOCK//JUST IN TIME ASSEMBLY

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