Class information for:
Level 1: SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE

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
4 4 PSYCHIATRY//PSYCHOLOGY, CLINICAL//PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH 1867560
505 3       PSYCHOLOGY, MATHEMATICAL//APPLIED PSYCHOLOGICAL MEASUREMENT//PSYCHOMETRIKA 22649
3183 2             SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE 2293
15528 1                   SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE 734

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SLICED INVERSE REGRESSION authKW 5317836 19% 89% 139
2 SUFFICIENT DIMENSION REDUCTION authKW 4152450 14% 92% 105
3 CENTRAL SUBSPACE authKW 3067144 10% 93% 77
4 SLICED AVERAGE VARIANCE ESTIMATION authKW 1094238 4% 88% 29
5 REGRESSION GRAPHICS authKW 1075015 4% 96% 26
6 INVERSE REGRESSION authKW 1053822 6% 52% 47
7 DIMENSION REDUCTION authKW 982858 23% 14% 167
8 PRINCIPAL HESSIAN DIRECTIONS authKW 858741 3% 100% 20
9 CENTRAL MEAN SUBSPACE authKW 815804 3% 100% 19
10 DIMENSION REDUCTION SUBSPACES authKW 815804 3% 100% 19

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 93727 86% 0% 634
2 Mathematical & Computational Biology 3197 12% 0% 91
3 Computer Science, Interdisciplinary Applications 787 9% 0% 69
4 Biology 716 9% 0% 69
5 Social Sciences, Mathematical Methods 174 2% 0% 15
6 Mathematics, Interdisciplinary Applications 160 4% 0% 28
7 Psychology, Mathematical 113 1% 0% 7
8 Computer Science, Artificial Intelligence 30 2% 0% 17
9 Computer Science, Theory & Methods 6 1% 0% 11
10 Medical Informatics 3 0% 0% 3

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CQFD TEAM 128805 1% 50% 6
2 STAT BIG DATA 71555 1% 33% 5
3 STAT 45356 37% 0% 270
4 FINANCE STAT 44232 3% 4% 23
5 ARC EXCELLENCE MATH STAT FRONTIERSS 42937 0% 100% 1
6 BORDEAUX INPUMR CNRS 5251 42937 0% 100% 1
7 BUSINESS ANALYST STAT 42937 0% 100% 1
8 BUSIRIESS 42937 0% 100% 1
9 CQFD TEAMCNRSUMR 5251 42937 0% 100% 1
10 FINANCE ECONOMETR RISK MANAGEMENT 42937 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BIOMETRIKA 41257 8% 2% 56
2 STATISTICA SINICA 37319 5% 2% 40
3 JOURNAL OF MULTIVARIATE ANALYSIS 36933 8% 2% 56
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 32639 8% 1% 61
5 ANNALS OF STATISTICS 26892 7% 1% 50
6 COMPUTATIONAL STATISTICS & DATA ANALYSIS 22956 7% 1% 52
7 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 15144 3% 2% 19
8 TECHNOMETRICS 10932 3% 1% 19
9 CONTRIBUTIONS TO STATISTICS 10528 2% 2% 12
10 STATISTICS & PROBABILITY LETTERS 6670 5% 0% 34

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SLICED INVERSE REGRESSION 5317836 19% 89% 139 Search SLICED+INVERSE+REGRESSION Search SLICED+INVERSE+REGRESSION
2 SUFFICIENT DIMENSION REDUCTION 4152450 14% 92% 105 Search SUFFICIENT+DIMENSION+REDUCTION Search SUFFICIENT+DIMENSION+REDUCTION
3 CENTRAL SUBSPACE 3067144 10% 93% 77 Search CENTRAL+SUBSPACE Search CENTRAL+SUBSPACE
4 SLICED AVERAGE VARIANCE ESTIMATION 1094238 4% 88% 29 Search SLICED+AVERAGE+VARIANCE+ESTIMATION Search SLICED+AVERAGE+VARIANCE+ESTIMATION
5 REGRESSION GRAPHICS 1075015 4% 96% 26 Search REGRESSION+GRAPHICS Search REGRESSION+GRAPHICS
6 INVERSE REGRESSION 1053822 6% 52% 47 Search INVERSE+REGRESSION Search INVERSE+REGRESSION
7 DIMENSION REDUCTION 982858 23% 14% 167 Search DIMENSION+REDUCTION Search DIMENSION+REDUCTION
8 PRINCIPAL HESSIAN DIRECTIONS 858741 3% 100% 20 Search PRINCIPAL+HESSIAN+DIRECTIONS Search PRINCIPAL+HESSIAN+DIRECTIONS
9 CENTRAL MEAN SUBSPACE 815804 3% 100% 19 Search CENTRAL+MEAN+SUBSPACE Search CENTRAL+MEAN+SUBSPACE
10 DIMENSION REDUCTION SUBSPACES 815804 3% 100% 19 Search DIMENSION+REDUCTION+SUBSPACES Search DIMENSION+REDUCTION+SUBSPACES

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 32278 PROJECTION PURSUIT//AUTO ASSOCIATIVE MODELS//DISCRIMINANT SPACE
2 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
3 2752 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
4 33088 DIRECTION OF DEPENDENCE//ROAD SAFETY MEASURE//HOMOGENEITY OF COVARIANCE MATRICES
5 37871 BETWEEN CLUSTERS//WITHIN CLUSTERS//NONREPLICATION
6 36921 TESTING DIMENSIONALITY HYPOTHESES//ADDITIVITY TESTS//LAWLEY HOTELLING TRACE
7 7027 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION
8 31120 ALPHA BAG//NONLINEAR BIPLOT//BIPLOT
9 27911 PRINCIPAL POINTS//SELECTIVE ASSEMBLY//BATCH SELECTIVE ASSEMBLY
10 23680 SPARSE PRINCIPAL COMPONENT ANALYSIS//SPARSE PCA//LIB QUFU NORMAL UNIV

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