Class information for:
Level 1: DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
16169 669 23.3 45%


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
189 2             STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//ANNALS OF STATISTICS 21720
16169 1                   DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN 669

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 DATA DEPTH authKW 1867513 9% 65% 63
2 HALFSPACE DEPTH authKW 1208163 4% 88% 30
3 MULTIVARIATE MEDIAN authKW 950866 4% 83% 25
4 SIMPLICIAL DEPTH authKW 875132 3% 91% 21
5 REGRESSION DEPTH authKW 730264 3% 80% 20
6 PROJECTION DEPTH authKW 684630 2% 100% 15
7 AFFINE EQUIVARIANCE authKW 649280 3% 68% 21
8 INTERDIRECTIONS authKW 547704 2% 100% 12
9 DEPTH CONTOURS authKW 514230 2% 87% 13
10 OJA MEDIAN authKW 460222 2% 92% 11

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 84667 86% 0% 575
2 Computer Science, Interdisciplinary Applications 499 8% 0% 53
3 Mathematics, Interdisciplinary Applications 153 4% 0% 26
4 Psychology, Mathematical 125 1% 0% 7
5 Mathematical & Computational Biology 74 2% 0% 15
6 Social Sciences, Mathematical Methods 63 1% 0% 9
7 Mathematics 23 4% 0% 28
8 Computer Science, Cybernetics 20 1% 0% 4
9 Computer Science, Artificial Intelligence 17 2% 0% 13
10 Mathematics, Applied 5 3% 0% 17

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 ECA 113870 5% 8% 31
2 THEORET STAT MATH UNIT 84956 3% 10% 18
3 RECH STAT 67114 1% 29% 5
4 BS FINANCIAL BIG DATA 45642 0% 100% 1
5 CHAIR STAT PLICAT ENGN SCI 45642 0% 100% 1
6 ECA RECH START 45642 0% 100% 1
7 EHESSGREQAM UMR 7316 45642 0% 100% 1
8 ESCUELA UNIV INFORMAT MATEMAT LICADA 45642 0% 100% 1
9 EUROMISE VVI 45642 0% 100% 1
10 ICAME SOAD 45642 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 JOURNAL OF MULTIVARIATE ANALYSIS 71990 11% 2% 75
2 ANNALS OF STATISTICS 35131 8% 1% 55
3 JOURNAL OF NONPARAMETRIC STATISTICS 25734 3% 3% 22
4 STATISTICS & PROBABILITY LETTERS 13243 7% 1% 46
5 BERNOULLI 12572 3% 2% 18
6 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 12138 5% 1% 36
7 COMPUTATIONAL STATISTICS & DATA ANALYSIS 10637 5% 1% 34
8 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 8610 5% 1% 34
9 ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS 5682 2% 1% 15
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL 4604 1% 2% 6

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 DATA DEPTH 1867513 9% 65% 63 Search DATA+DEPTH Search DATA+DEPTH
2 HALFSPACE DEPTH 1208163 4% 88% 30 Search HALFSPACE+DEPTH Search HALFSPACE+DEPTH
3 MULTIVARIATE MEDIAN 950866 4% 83% 25 Search MULTIVARIATE+MEDIAN Search MULTIVARIATE+MEDIAN
4 SIMPLICIAL DEPTH 875132 3% 91% 21 Search SIMPLICIAL+DEPTH Search SIMPLICIAL+DEPTH
5 REGRESSION DEPTH 730264 3% 80% 20 Search REGRESSION+DEPTH Search REGRESSION+DEPTH
6 PROJECTION DEPTH 684630 2% 100% 15 Search PROJECTION+DEPTH Search PROJECTION+DEPTH
7 AFFINE EQUIVARIANCE 649280 3% 68% 21 Search AFFINE+EQUIVARIANCE Search AFFINE+EQUIVARIANCE
8 INTERDIRECTIONS 547704 2% 100% 12 Search INTERDIRECTIONS Search INTERDIRECTIONS
9 DEPTH CONTOURS 514230 2% 87% 13 Search DEPTH+CONTOURS Search DEPTH+CONTOURS
10 OJA MEDIAN 460222 2% 92% 11 Search OJA+MEDIAN Search OJA+MEDIAN

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 KUSTOSZ, CP , MULLER, CH , WENDLER, M , (2016) SIMPLIFIED SIMPLICIAL DEPTH FOR REGRESSION AND AUTOREGRESSIVE GROWTH PROCESSES.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 173. ISSUE . P. 125 -146 28 97% 0
2 CHENOURI, S , SMALL, CG , (2012) A NONPARAMETRIC MULTIVARIATE MULTISAMPLE TEST BASED ON DATA DEPTH.ELECTRONIC JOURNAL OF STATISTICS. VOL. 6. ISSUE . P. 760 -782 29 100% 2
3 PAINDAVEINE, D , VAN BEVER, G , (2013) FROM DEPTH TO LOCAL DEPTH: A FOCUS ON CENTRALITY.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 108. ISSUE 503. P. 1105 -1119 26 96% 4
4 HUBERT, M , ROUSSEEUW, PJ , SEGAERT, P , (2015) MULTIVARIATE FUNCTIONAL OUTLIER DETECTION.STATISTICAL METHODS AND APPLICATIONS. VOL. 24. ISSUE 2. P. 177 -202 30 65% 6
5 WANG, J , ZHOU, WH , (2015) EFFECT OF KURTOSIS ON EFFICIENCY OF SOME MULTIVARIATE MEDIANS.JOURNAL OF NONPARAMETRIC STATISTICS. VOL. 27. ISSUE 3. P. 331 -348 24 89% 0
6 NAGY, S , GIJBELS, I , OMELKA, M , HLUBINKA, D , (2016) INTEGRATED DEPTH FOR FUNCTIONAL DATA: STATISTICAL PROPERTIES AND CONSISTENCY.ESAIM-PROBABILITY AND STATISTICS. VOL. 20. ISSUE . P. 95 -130 19 100% 0
7 DYCKERHOFF, R , MOZHAROVSKYI, P , (2016) EXACT COMPUTATION OF THE HALFSPACE DEPTH.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 98. ISSUE . P. 19 -30 22 85% 0
8 ZUO, YJ , SERFLING, R , (2000) GENERAL NOTIONS OF STATISTICAL DEPTH FUNCTION.ANNALS OF STATISTICS. VOL. 28. ISSUE 2. P. 461 -482 24 86% 238
9 CLAESKENS, G , HUBERT, M , SLAETS, L , VAKILI, K , (2014) MULTIVARIATE FUNCTIONAL HALFSPACE DEPTH.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 109. ISSUE 505. P. 411 -423 24 69% 14
10 NIETO-REYES, A , BATTEY, H , (2016) A TOPOLOGICALLY VALID DEFINITION OF DEPTH FOR FUNCTIONAL DATA.STATISTICAL SCIENCE. VOL. 31. ISSUE 1. P. 61 -79 21 78% 1

Classes with closest relation at Level 1


Rank Class id link
1 5321 BREAKDOWN POINT//ROBUST REGRESSION//OUTLIERS
2 6323 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS
3 33546 MOST ROBUST ESTIMATE//HAMPELS PROBLEM//OPTIMAL BOUNDED INFLUENCE FUNCTION
4 33346 DISTANCE CORRELATION//DCOR//MAXIMAL INFORMATION COEFFICIENT
5 14266 QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION
6 10239 GOODNESS OF FIT TEST//EMPIRICAL CHARACTERISTIC FUNCTION//GOODNESS OF FIT
7 11762 DIRECTIONAL DATA//CIRCULAR DATA//VON MISES DISTRIBUTION
8 26534 PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES
9 20360 NONLINEAR TIME SERIES//BILINEAR MODEL//ARRANGED AUTOREGRESSION
10 33202 ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT

Go to start page