Class information for:
Level 1: EXCESS MASS//SIZER//LEVEL SET ESTIMATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
23167 356 25.6 48%


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
23167 1                   EXCESS MASS//SIZER//LEVEL SET ESTIMATION 356

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 EXCESS MASS authKW 1155670 4% 84% 16
2 SIZER authKW 896449 5% 58% 18
3 LEVEL SET ESTIMATION authKW 686182 2% 100% 8
4 SET ESTIMATION authKW 645802 4% 47% 16
5 DENSITY LEVEL SETS authKW 548943 2% 80% 8
6 MINIMUM VOLUME SETS authKW 525357 2% 88% 7
7 SUPPORT ESTIMATION authKW 434217 3% 56% 9
8 NONPARAMETRIC SET ESTIMATION authKW 428864 1% 100% 5
9 BUMP HUNTING authKW 347370 3% 45% 9
10 DENSITY CONTOUR CLUSTER authKW 343091 1% 100% 4

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 34758 76% 0% 269
2 Computer Science, Interdisciplinary Applications 506 11% 0% 38
3 Mathematical & Computational Biology 119 4% 0% 13
4 Computer Science, Artificial Intelligence 92 5% 0% 17
5 Psychology, Mathematical 77 1% 0% 4
6 Computer Science, Theory & Methods 59 4% 0% 15
7 Automation & Control Systems 49 3% 0% 10
8 Mathematics, Interdisciplinary Applications 48 3% 0% 11
9 Archaeology 6 1% 0% 2
10 Operations Research & Management Science 6 1% 0% 5

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 EPS 13M 171546 1% 100% 2
2 EPS I3M 171546 1% 100% 2
3 LIBRE SCI ECON 171546 1% 100% 2
4 CCJ EXMED 85773 0% 100% 1
5 CENTECH NANOTECHNOL 85773 0% 100% 1
6 GOTTINGEN FELIX BERNSTEIN MATH STAT BIOSCI 85773 0% 100% 1
7 IBERO AMER OKON FOR 85773 0% 100% 1
8 INRIA CQFD 85773 0% 100% 1
9 MARKETS STAT 85773 0% 100% 1
10 MATEMAT LICADA ESTADIST COMPUTAC 85773 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 COMPUTATIONAL AND GRAPHICAL STATISTICS 31688 5% 2% 19
2 ANNALS OF STATISTICS 25240 10% 1% 34
3 JOURNAL OF MULTIVARIATE ANALYSIS 11621 6% 1% 22
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 9160 6% 0% 23
5 STATISTICS AND COMPUTING 8464 3% 1% 10
6 ESAIM-PROBABILITY AND STATISTICS 5882 1% 2% 4
7 JOURNAL OF NONPARAMETRIC STATISTICS 4890 2% 1% 7
8 STATISTICS & PROBABILITY LETTERS 4697 6% 0% 20
9 JOURNAL OF CLASSIFICATION 2982 1% 1% 4
10 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 2966 4% 0% 13

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 EXCESS MASS 1155670 4% 84% 16 Search EXCESS+MASS Search EXCESS+MASS
2 SIZER 896449 5% 58% 18 Search SIZER Search SIZER
3 LEVEL SET ESTIMATION 686182 2% 100% 8 Search LEVEL+SET+ESTIMATION Search LEVEL+SET+ESTIMATION
4 SET ESTIMATION 645802 4% 47% 16 Search SET+ESTIMATION Search SET+ESTIMATION
5 DENSITY LEVEL SETS 548943 2% 80% 8 Search DENSITY+LEVEL+SETS Search DENSITY+LEVEL+SETS
6 MINIMUM VOLUME SETS 525357 2% 88% 7 Search MINIMUM+VOLUME+SETS Search MINIMUM+VOLUME+SETS
7 SUPPORT ESTIMATION 434217 3% 56% 9 Search SUPPORT+ESTIMATION Search SUPPORT+ESTIMATION
8 NONPARAMETRIC SET ESTIMATION 428864 1% 100% 5 Search NONPARAMETRIC+SET+ESTIMATION Search NONPARAMETRIC+SET+ESTIMATION
9 BUMP HUNTING 347370 3% 45% 9 Search BUMP+HUNTING Search BUMP+HUNTING
10 DENSITY CONTOUR CLUSTER 343091 1% 100% 4 Search DENSITY+CONTOUR+CLUSTER Search DENSITY+CONTOUR+CLUSTER

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 SAAVEDRA-NIEVES, P , GONZALEZ-MANTEIGA, W , RODRIGUEZ-CASAL, A , (2016) A COMPARATIVE SIMULATION STUDY OF DATA-DRIVEN METHODS FOR ESTIMATING DENSITY LEVEL SETS.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. VOL. 86. ISSUE 2. P. 236 -251 24 75% 0
2 HUH, J , PARK, C , (2015) THEORETICAL INVESTIGATION OF AN EXPLORATORY APPROACH FOR LOG-DENSITY IN SCALE-SPACE.STATISTICS & PROBABILITY LETTERS. VOL. 107. ISSUE . P. 272 -279 24 75% 0
3 MAMMEN, E , POLONIK, W , (2013) CONFIDENCE REGIONS FOR LEVEL SETS.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 122. ISSUE . P. 202-214 27 66% 2
4 PARK, C , JEON, Y , KANG, KH , (2016) AN EXPLORATORY DATA ANALYSIS IN SCALE-SPACE FOR INTERVAL-VALUED DATA.JOURNAL OF APPLIED STATISTICS. VOL. 43. ISSUE 14. P. 2643 -2660 25 64% 0
5 PARK, C , HANNIG, J , KANG, KH , (2014) NONPARAMETRIC COMPARISON OF MULTIPLE REGRESSION CURVES IN SCALE-SPACE.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 23. ISSUE 3. P. 657 -677 23 66% 2
6 STEINWART, I , (2015) FULLY ADAPTIVE DENSITY-BASED CLUSTERING.ANNALS OF STATISTICS. VOL. 43. ISSUE 5. P. 2132 -2167 18 78% 0
7 CADRE, B , (2006) KERNEL ESTIMATION OF DENSITY LEVEL SETS.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 97. ISSUE 4. P. 999-1023 17 94% 23
8 CUEVAS, A , FRAIMAN, R , PATEIRO-LOPEZ, B , (2012) ON STATISTICAL PROPERTIES OF SETS FULFILLING ROLLING-TYPE CONDITIONS.ADVANCES IN APPLIED PROBABILITY. VOL. 44. ISSUE 2. P. 311 -329 15 88% 7
9 LALOE, T , SERVIEN, R , (2013) NONPARAMETRIC ESTIMATION OF REGRESSION LEVEL SETS USING KERNEL PLUG-IN ESTIMATOR.JOURNAL OF THE KOREAN STATISTICAL SOCIETY. VOL. 42. ISSUE 3. P. 301 -311 15 88% 1
10 MASON, DM , POLONIK, W , (2009) ASYMPTOTIC NORMALITY OF PLUG-IN LEVEL SET ESTIMATES.ANNALS OF APPLIED PROBABILITY. VOL. 19. ISSUE 3. P. 1108 -1142 22 63% 21

Classes with closest relation at Level 1


Rank Class id link
1 19651 ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS
2 23074 EDGEWORTH PARETO HULL//RANDOM POLYTOPES//SYLVESTERS PROBLEM
3 5228 BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION
4 12978 CONDITIONAL MODE//NONPARAMETRIC REGRESSION ESTIMATION//BAHADUR EXACT SLOPE
5 11163 WHITE NOISE MODEL//ADAPTIVE ESTIMATION//MINIMAX RISK
6 26534 PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES
7 35986 NONREGULAR DISTRIBUTIONS//NON REGULAR CASE//RELATIVE RENYI ENTROPY
8 34284 CONFORMAL PREDICTORS//CONFORMAL PREDICTION//PLASMA WAVEFORM
9 23478 LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES
10 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT

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