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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
14647 758 23.5 57%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
1563 2             LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION 7363
14647 1                   SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE 758

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 SLICED INVERSE REGRESSION authKW 4974095 18% 90% 137
2 SUFFICIENT DIMENSION REDUCTION authKW 3564219 13% 93% 95
3 CENTRAL SUBSPACE authKW 2757342 10% 93% 74
4 SLICED AVERAGE VARIANCE ESTIMATION authKW 1092828 4% 94% 29
5 INVERSE REGRESSION authKW 1034661 6% 55% 47
6 REGRESSION GRAPHICS authKW 1008558 3% 96% 26
7 DIMENSION REDUCTION authKW 936911 22% 14% 163
8 DIMENSION REDUCTION SUBSPACES authKW 765372 3% 100% 19
9 CENTRAL MEAN SUBSPACE authKW 725089 2% 100% 18
10 PRINCIPAL HESSIAN DIRECTIONS authKW 725089 2% 100% 18

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Statistics & Probability 92844 85% 0% 641
2 Mathematical & Computational Biology 3132 12% 0% 91
3 Computer Science, Interdisciplinary Applications 789 9% 0% 70
4 Biology 666 9% 0% 68
5 Social Sciences, Mathematical Methods 167 2% 0% 15
6 Mathematics, Interdisciplinary Applications 154 4% 0% 28
7 Computer Science, Artificial Intelligence 65 3% 0% 23
8 Psychology, Mathematical 53 1% 0% 5
9 Computer Science, Theory & Methods 8 2% 0% 12
10 Medical Informatics 3 0% 0% 3

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 CQFD TEAM 120842 1% 50% 6
2 SHENZHEN HONG KONG JOINT PL STAT SCI 53709 0% 67% 2
3 STAT BIG DATA 51789 0% 43% 3
4 FINANCE STAT 44351 3% 5% 23
5 MATEMAT LICADA LITORAL 42250 1% 13% 8
6 ARC EXCELLENCE MATH STAT FRONTIERSS 40283 0% 100% 1
7 BORDEAUX INPUMR CNRS 5251 40283 0% 100% 1
8 BUSIRIESS 40283 0% 100% 1
9 CNRS UMR 5113 40283 0% 100% 1
10 CQFD TEAMCNRSUMR 5251 40283 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 STATISTICA SINICA 43531 6% 2% 44
2 BIOMETRIKA 36624 7% 2% 54
3 JOURNAL OF MULTIVARIATE ANALYSIS 34130 7% 2% 55
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 32875 8% 1% 63
5 ANNALS OF STATISTICS 28776 7% 1% 53
6 COMPUTATIONAL STATISTICS & DATA ANALYSIS 21156 7% 1% 51
7 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 14862 3% 2% 19
8 TECHNOMETRICS 10508 3% 1% 19
9 CONTRIBUTIONS TO STATISTICS 9941 2% 2% 14
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 7280 2% 1% 15

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SLICED INVERSE REGRESSION 4974095 18% 90% 137 Search SLICED+INVERSE+REGRESSION Search SLICED+INVERSE+REGRESSION
2 SUFFICIENT DIMENSION REDUCTION 3564219 13% 93% 95 Search SUFFICIENT+DIMENSION+REDUCTION Search SUFFICIENT+DIMENSION+REDUCTION
3 CENTRAL SUBSPACE 2757342 10% 93% 74 Search CENTRAL+SUBSPACE Search CENTRAL+SUBSPACE
4 SLICED AVERAGE VARIANCE ESTIMATION 1092828 4% 94% 29 Search SLICED+AVERAGE+VARIANCE+ESTIMATION Search SLICED+AVERAGE+VARIANCE+ESTIMATION
5 INVERSE REGRESSION 1034661 6% 55% 47 Search INVERSE+REGRESSION Search INVERSE+REGRESSION
6 REGRESSION GRAPHICS 1008558 3% 96% 26 Search REGRESSION+GRAPHICS Search REGRESSION+GRAPHICS
7 DIMENSION REDUCTION 936911 22% 14% 163 Search DIMENSION+REDUCTION Search DIMENSION+REDUCTION
8 DIMENSION REDUCTION SUBSPACES 765372 3% 100% 19 Search DIMENSION+REDUCTION+SUBSPACES Search DIMENSION+REDUCTION+SUBSPACES
9 CENTRAL MEAN SUBSPACE 725089 2% 100% 18 Search CENTRAL+MEAN+SUBSPACE Search CENTRAL+MEAN+SUBSPACE
10 PRINCIPAL HESSIAN DIRECTIONS 725089 2% 100% 18 Search PRINCIPAL+HESSIAN+DIRECTIONS Search PRINCIPAL+HESSIAN+DIRECTIONS

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 MA, YY , ZHU, LP , (2013) A REVIEW ON DIMENSION REDUCTION.INTERNATIONAL STATISTICAL REVIEW. VOL. 81. ISSUE 1. P. 134-150 60 83% 9
2 COUDRET, R , GIRARD, S , SARACCO, J , (2014) A NEW SLICED INVERSE REGRESSION METHOD FOR MULTIVARIATE RESPONSE.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 77. ISSUE . P. 285-299 52 98% 1
3 CHAVENT, M , KUENTZ, V , LIQUET, B , SARACCO, J , (2011) A SLICED INVERSE REGRESSION APPROACH FOR A STRATIFIED POPULATION.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 40. ISSUE 21. P. 3857-3878 32 100% 0
4 LIQUET, B , SARACCO, J , (2012) A GRAPHICAL TOOL FOR SELECTING THE NUMBER OF SLICES AND THE DIMENSION OF THE MODEL IN SIR AND SAVE APPROACHES.COMPUTATIONAL STATISTICS. VOL. 27. ISSUE 1. P. 103 -125 28 100% 5
5 BI, X , QU, A , (2015) SUFFICIENT DIMENSION REDUCTION FOR LONGITUDINAL DATA.STATISTICA SINICA. VOL. 25. ISSUE 2. P. 787 -807 31 84% 1
6 YIN, XR , HILAFU, H , (2015) SEQUENTIAL SUFFICIENT DIMENSION REDUCTION FOR LARGE P, SMALL N PROBLEMS.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. VOL. 77. ISSUE 4. P. 879 -892 35 70% 2
7 LIQUET, B , SARACCO, J , (2016) BIG-SIR A SLICED INVERSE REGRESSION APPROACH FOR MASSIVE DATA.STATISTICS AND ITS INTERFACE. VOL. 9. ISSUE 4. P. 509 -520 29 85% 0
8 IACI, R , YIN, XR , ZHU, LX , (2016) THE DUAL CENTRAL SUBSPACES IN DIMENSION REDUCTION.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 145. ISSUE . P. 178 -189 26 93% 0
9 COOK, RD , NI, LQ , (2005) SUFFICIENT DIMENSION REDUCTION VIA INVERSE REGRESSION: A MINIMUM DISCREPANCY APPROACH.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 100. ISSUE 470. P. 410-428 30 88% 118
10 LI, B , WEN, SQ , ZHU, LX , (2008) ON A PROJECTIVE RESAMPLING METHOD FOR DIMENSION REDUCTION WITH MULTIVARIATE RESPONSES.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 103. ISSUE 483. P. 1177 -1186 27 100% 25

Classes with closest relation at Level 1


Rank Class id link
1 26534 PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES
2 4070 EMPIRICAL LIKELIHOOD//PARTIALLY LINEAR MODEL//VARYING COEFFICIENT MODEL
3 3308 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
4 6323 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS
5 33202 ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT
6 25909 SPARSE PRINCIPAL COMPONENT ANALYSIS//PRINCIPAL VARIABLES//SPARSE PCA
7 24116 MULTIVARIATE EIGENVALUE PROBLEM//CANONICAL CORRELATION ANALYSIS//MAXBET
8 32782 MONOTONE INCOMPLETE DATA//MONOTONE MISSING DATA//MONOTONE INCOMPLETE SAMPLE
9 30783 DIRECTION OF DEPENDENCE//ROAD SAFETY MEASURE//GURU TEG BAHADUR TECHNOL
10 26498 PINSKERS INEQUALITY//COVARIANCE IDENTITY//CHERNOFF TYPE INEQUALITY

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