Class information for:
Level 1: ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
33202 128 25.8 36%


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
33202 1                   ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT 128

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 ALPHA BAG authKW 715677 2% 100% 3
2 DISTANCE BASED PREDICTION authKW 715677 2% 100% 3
3 NONLINEAR BIPLOT authKW 715677 2% 100% 3
4 ANALYSIS OF DISTANCE authKW 536757 2% 75% 3
5 AUTOMOBILE INSURANCE DATA authKW 477118 2% 100% 2
6 CATEGORICAL AND MIXED DATA authKW 477118 2% 100% 2
7 BIPLOT authKW 449347 14% 10% 18
8 BIPLOTS authKW 432930 5% 26% 7
9 CANONICAL VARIATE ANALYSIS authKW 421215 11% 13% 14
10 SUPPLEMENTARY POINT authKW 318078 2% 67% 2

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 7890 60% 0% 77
2 Psychology, Mathematical 2102 9% 0% 12
3 Mathematical & Computational Biology 1102 17% 0% 22
4 Mathematics, Interdisciplinary Applications 526 15% 0% 19
5 Biology 124 9% 0% 12
6 Computer Science, Artificial Intelligence 122 9% 0% 11
7 Medical Informatics 75 3% 0% 4
8 Computer Science, Interdisciplinary Applications 73 7% 0% 9
9 Social Sciences, Mathematical Methods 41 2% 0% 3
10 Computer Science, Information Systems 12 3% 0% 4

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 CANC HOSP AFFILIATED 238559 1% 100% 1
2 CIBER EPIDEMIOL SALUT PUBL IBE P 238559 1% 100% 1
3 DPTO MATEMAT LIPSIRN 238559 1% 100% 1
4 FAMILY PREVENT MED BIOSTAT 238559 1% 100% 1
5 KONPUTAZIO ZIENTZIAK ADIMEN ARTIFIZIALA 238559 1% 100% 1
6 MATEMAT ECON FINANCERA ACTURAIAL 238559 1% 100% 1
7 PROBABILITAT LOG ESTAT 238559 1% 100% 1
8 PSYCHIATBIOMED SCI PROGRAM 238559 1% 100% 1
9 PSYCHIATPOLYMORPHISM 238559 1% 100% 1
10 RUMENTAT CHEMOMETR 238559 1% 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 CLASSIFICATION 62867 9% 2% 11
2 REVISTA COLOMBIANA DE ESTADISTICA 17450 2% 2% 3
3 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 5045 2% 1% 2
4 BIOMETRICAL JOURNAL 2511 4% 0% 5
5 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 2194 2% 0% 3
6 BIOMETRIKA 1855 4% 0% 5
7 COMPUTATIONAL STATISTICS & DATA ANALYSIS 1730 5% 0% 6
8 JOURNAL OF MULTIVARIATE ANALYSIS 1666 4% 0% 5
9 JOURNAL OF APPLIED STATISTICS 1590 3% 0% 4
10 HARVARD LIBRARY BULLETIN 1418 1% 1% 1

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 ALPHA BAG 715677 2% 100% 3 Search ALPHA+BAG Search ALPHA+BAG
2 DISTANCE BASED PREDICTION 715677 2% 100% 3 Search DISTANCE+BASED+PREDICTION Search DISTANCE+BASED+PREDICTION
3 NONLINEAR BIPLOT 715677 2% 100% 3 Search NONLINEAR+BIPLOT Search NONLINEAR+BIPLOT
4 ANALYSIS OF DISTANCE 536757 2% 75% 3 Search ANALYSIS+OF+DISTANCE Search ANALYSIS+OF+DISTANCE
5 AUTOMOBILE INSURANCE DATA 477118 2% 100% 2 Search AUTOMOBILE+INSURANCE+DATA Search AUTOMOBILE+INSURANCE+DATA
6 CATEGORICAL AND MIXED DATA 477118 2% 100% 2 Search CATEGORICAL+AND+MIXED+DATA Search CATEGORICAL+AND+MIXED+DATA
7 BIPLOT 449347 14% 10% 18 Search BIPLOT Search BIPLOT
8 BIPLOTS 432930 5% 26% 7 Search BIPLOTS Search BIPLOTS
9 CANONICAL VARIATE ANALYSIS 421215 11% 13% 14 Search CANONICAL+VARIATE+ANALYSIS Search CANONICAL+VARIATE+ANALYSIS
10 SUPPLEMENTARY POINT 318078 2% 67% 2 Search SUPPLEMENTARY+POINT Search SUPPLEMENTARY+POINT

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 GOWER, JC , LE ROUX, NJ , GARDNER-LUBBE, S , (2014) THE CANONICAL ANALYSIS OF DISTANCE.JOURNAL OF CLASSIFICATION. VOL. 31. ISSUE 1. P. 107-128 7 100% 0
2 LA GRANGE, A , LE ROUX, N , GARDNER-LUBBE, S , (2009) BIPLOTGUI: INTERACTIVE BIPLOTS IN R.JOURNAL OF STATISTICAL SOFTWARE. VOL. 30. ISSUE 12. P. 1 -30 12 57% 16
3 VINES, SK , (2015) PREDICTIVE NONLINEAR BIPLOTS: MAPS AND TRAJECTORIES.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 140. ISSUE . P. 47 -59 4 100% 0
4 KRZANOWSKI, WJ , (2006) SENSITIVITY IN METRIC SCALING AND ANALYSIS OF DISTANCE.BIOMETRICS. VOL. 62. ISSUE 1. P. 239-244 7 70% 9
5 LE ROUX, NJ , GARDNER-LUBBE, S , GOWER, JC , (2014) THE ANALYSIS OF DISTANCE OF GROUPED DATA WITH CATEGORICAL VARIABLES: CATEGORICAL CANONICAL VARIATE ANALYSIS.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 132. ISSUE . P. 9 -24 4 100% 0
6 GREENACRE, MJ , GROENEN, PJF , (2016) WEIGHTED EUCLIDEAN BIPLOTS.JOURNAL OF CLASSIFICATION. VOL. 33. ISSUE 3. P. 442 -459 4 80% 0
7 ALKAN, B , ATAKAN, C , (2011) USE OF CANONICAL VARIATE ANALYSIS BIPLOT IN EXAMINATION OF CHOLINE CONTENT DATA OF SOME FOODS.INTERNATIONAL JOURNAL OF FOOD SCIENCES AND NUTRITION. VOL. 62. ISSUE 2. P. 171-174 4 67% 1
8 CUADRAS, CM , LAHLOU, Y , (2000) SOME ORTHOGONAL EXPANSIONS FOR THE LOGISTIC DISTRIBUTION.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 29. ISSUE 12. P. 2643-2663 6 60% 3
9 GOWER, JC , NGOUENET, RF , (2005) NONLINEARITY EFFECTS IN MULTIDIMENSIONAL SCALING.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 94. ISSUE 2. P. 344-365 3 100% 5
10 IRIGOIEN, I , ARENAS, C , FERNANDEZ, E , MESTRES, F , (2010) GEVA: GEOMETRIC VARIABILITY-BASED APPROACHES FOR IDENTIFYING PATTERNS IN DATA.COMPUTATIONAL STATISTICS. VOL. 25. ISSUE 2. P. 241 -255 6 43% 2

Classes with closest relation at Level 1


Rank Class id link
1 12190 JOURNAL OF CLASSIFICATION//HIERARCHICAL CLASSES//PSYCHOMETRIKA
2 25162 COMPOSITIONAL DATA//AITCHISON GEOMETRY//LOG RATIO TRANSFORMATION
3 20388 ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION
4 12691 CONFIDENCE CIRCLES//BIVARIATE MOMENT DECOMPOSITION//NON SYMMETRICAL CORRESPONDENCE ANALYSIS
5 35726 DESIGN TRIALS STAT GRP//332 N LAUDERDALE POB 318//ADAPTATION AND SELF CARE IN ADOLESCENTS WITH CANCER
6 26498 PINSKERS INEQUALITY//COVARIANCE IDENTITY//CHERNOFF TYPE INEQUALITY
7 24116 MULTIVARIATE EIGENVALUE PROBLEM//CANONICAL CORRELATION ANALYSIS//MAXBET
8 32782 MONOTONE INCOMPLETE DATA//MONOTONE MISSING DATA//MONOTONE INCOMPLETE SAMPLE
9 14647 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
10 14137 COHENS KAPPA//CONCORDANCE CORRELATION COEFFICIENT//TOTAL DEVIATION INDEX

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