Class information for:
Level 1: BREAKDOWN POINT//ROBUST REGRESSION//OUTLIERS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5321 1641 22.4 41%


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
5321 1                   BREAKDOWN POINT//ROBUST REGRESSION//OUTLIERS 1641

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 BREAKDOWN POINT authKW 1230700 7% 54% 122
2 ROBUST REGRESSION authKW 468517 6% 25% 100
3 OUTLIERS authKW 466094 12% 12% 204
4 MINIMUM COVARIANCE DETERMINANT authKW 455841 2% 88% 28
5 LEAST TRIMMED SQUARES authKW 415722 2% 62% 36
6 S ESTIMATOR authKW 388806 2% 65% 32
7 INFLUENCE FUNCTION authKW 375655 6% 22% 91
8 LEAST MEDIAN OF SQUARES authKW 373616 2% 57% 35
9 FORWARD SEARCH authKW 339217 2% 65% 28
10 MINIMUM VOLUME ELLIPSOID authKW 306004 2% 66% 25

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 187325 82% 1% 1340
2 Computer Science, Interdisciplinary Applications 4121 14% 0% 229
3 Social Sciences, Mathematical Methods 1109 3% 0% 55
4 Mathematics, Interdisciplinary Applications 981 6% 0% 98
5 Mathematical & Computational Biology 700 4% 0% 67
6 Psychology, Mathematical 467 1% 0% 21
7 Computer Science, Cybernetics 170 1% 0% 17
8 Computer Science, Artificial Intelligence 108 3% 0% 45
9 Operations Research & Management Science 101 2% 0% 37
10 Automation & Control Systems 92 2% 0% 32

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 MACROECON ECONOMETR 65114 0% 50% 7
2 STOCHAST INFORMAT 41862 0% 75% 3
3 AGORAS GRP 37212 0% 100% 2
4 COMPUTAT ECON MANAGEMENT SCI 37212 0% 100% 2
5 MATH STAT IND ANWENDUNGEN 37212 0% 100% 2
6 NEWMARK CIVIL ENGN 3103 37212 0% 100% 2
7 SEZ STAT INFORMAT 37212 0% 100% 2
8 UMR C5604 37212 0% 100% 2
9 UMR CNRS C5604 37212 0% 100% 2
10 STAT PROBABIL THEORY 31939 1% 11% 16

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 COMPUTATIONAL STATISTICS & DATA ANALYSIS 115266 11% 4% 175
2 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 47954 7% 2% 112
3 ANNALS OF STATISTICS 35774 5% 2% 87
4 TECHNOMETRICS 29714 3% 3% 47
5 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 21703 6% 1% 97
6 STATISTICS & PROBABILITY LETTERS 18392 5% 1% 85
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 16612 5% 1% 74
8 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 14418 2% 3% 31
9 JOURNAL OF MULTIVARIATE ANALYSIS 13497 3% 1% 51
10 COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 12638 3% 1% 46

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 BREAKDOWN POINT 1230700 7% 54% 122 Search BREAKDOWN+POINT Search BREAKDOWN+POINT
2 ROBUST REGRESSION 468517 6% 25% 100 Search ROBUST+REGRESSION Search ROBUST+REGRESSION
3 OUTLIERS 466094 12% 12% 204 Search OUTLIERS Search OUTLIERS
4 MINIMUM COVARIANCE DETERMINANT 455841 2% 88% 28 Search MINIMUM+COVARIANCE+DETERMINANT Search MINIMUM+COVARIANCE+DETERMINANT
5 LEAST TRIMMED SQUARES 415722 2% 62% 36 Search LEAST+TRIMMED+SQUARES Search LEAST+TRIMMED+SQUARES
6 S ESTIMATOR 388806 2% 65% 32 Search S+ESTIMATOR Search S+ESTIMATOR
7 INFLUENCE FUNCTION 375655 6% 22% 91 Search INFLUENCE+FUNCTION Search INFLUENCE+FUNCTION
8 LEAST MEDIAN OF SQUARES 373616 2% 57% 35 Search LEAST+MEDIAN+OF+SQUARES Search LEAST+MEDIAN+OF+SQUARES
9 FORWARD SEARCH 339217 2% 65% 28 Search FORWARD+SEARCH Search FORWARD+SEARCH
10 MINIMUM VOLUME ELLIPSOID 306004 2% 66% 25 Search MINIMUM+VOLUME+ELLIPSOID Search MINIMUM+VOLUME+ELLIPSOID

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 HUBERT, M , ROUSSEEUW, PJ , VAN AELST, S , (2008) HIGH-BREAKDOWN ROBUST MULTIVARIATE METHODS.STATISTICAL SCIENCE. VOL. 23. ISSUE 1. P. 92 -119 86 74% 86
2 FILZMOSER, P , TODOROV, V , (2013) ROBUST TOOLS FOR THE IMPERFECT WORLD.INFORMATION SCIENCES. VOL. 245. ISSUE . P. 4 -20 35 95% 8
3 TODOROV, V , FILZMOSER, P , (2009) AN OBJECT-ORIENTED FRAMEWORK FOR ROBUST MULTIVARIATE ANALYSIS.JOURNAL OF STATISTICAL SOFTWARE. VOL. 32. ISSUE 3. P. 1 -47 33 94% 59
4 VERDONCK, T , ROUSSEEUW, PJ , HUBERT, M , (2012) A DETERMINISTIC ALGORITHM FOR ROBUST LOCATION AND SCATTER.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 21. ISSUE 3. P. 618 -637 32 91% 13
5 SALINI, S , CERIOLI, A , LAURINI, F , RIANI, M , (2016) RELIABLE ROBUST REGRESSION DIAGNOSTICS.INTERNATIONAL STATISTICAL REVIEW. VOL. 84. ISSUE 1. P. 99 -127 25 89% 0
6 SALIBIAN-BARRERA, M , VAN AELST, S , YOHAI, VJ , (2016) ROBUST TESTS FOR LINEAR REGRESSION MODELS BASED ON TAU-ESTIMATES.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 93. ISSUE . P. 436 -455 23 82% 1
7 WILCOX, RR , (1996) A REVIEW OF SOME RECENT DEVELOPMENTS IN ROBUST REGRESSION.BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY. VOL. 49. ISSUE . P. 253 -274 49 71% 6
8 ROELANT, E , VAN AELST, S , WILLEMS, G , (2009) THE MINIMUM WEIGHTED COVARIANCE DETERMINANT ESTIMATOR.METRIKA. VOL. 70. ISSUE 2. P. 177 -204 23 100% 4
9 PITSOULIS, L , ZIOUTAS, G , (2010) A FAST ALGORITHM FOR ROBUST REGRESSION WITH PENALISED TRIMMED SQUARES.COMPUTATIONAL STATISTICS. VOL. 25. ISSUE 4. P. 663 -689 23 96% 2
10 VAN AELST, S , DEHON, C , CROUX, C , (2003) BOUNDED INFLUENCE REGRESSION USING HIGH BREAKDOWN SCATTER MATRICES.ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS. VOL. 55. ISSUE 2. P. 265 -285 26 100% 7

Classes with closest relation at Level 1


Rank Class id link
1 16169 DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN
2 11238 LOCAL INFLUENCE//BIRNBAUM SAUNDERS DISTRIBUTION//INFLUENTIAL OBSERVATIONS
3 23914 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//MAXIMUM QUASI LIKELIHOOD ESTIMATE//LS ESTIMATE
4 33546 MOST ROBUST ESTIMATE//HAMPELS PROBLEM//OPTIMAL BOUNDED INFLUENCE FUNCTION
5 30679 UPPER OUTLIER//NONLINEAR DISCRIMINANT FUNCTION//SWAMPING EFFECT
6 20629 EXISTENCE PROBLEM//LEAST ABSOLUTE DEVIATIONS//LEAST ABSOLUTE VALUE REGRESSION
7 11998 POWER DIVERGENCE//MINIMUM PHI DIVERGENCE ESTIMATOR//PHI DIVERGENCE MEASURE
8 14266 QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION
9 29734 SUPERCONDUCTIVITY MECHANISM//PROBABILISTIC ESTIMATE//RVB THEORY
10 25408 WEAKLY STABLE DISTRIBUTION//SYMMETRIC STABLE DISTRIBUTION//RISK UNBIASEDNESS

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