Class information for:
Level 1: DIRECTIONAL DATA//CIRCULAR DATA//VON MISES DISTRIBUTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11762 956 22.9 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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
2490 2             TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA 3919
11762 1                   DIRECTIONAL DATA//CIRCULAR DATA//VON MISES DISTRIBUTION 956

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 DIRECTIONAL DATA authKW 1335045 8% 56% 74
2 CIRCULAR DATA authKW 824536 5% 53% 49
3 VON MISES DISTRIBUTION authKW 598029 5% 41% 46
4 SHAPE SPACE authKW 363356 3% 36% 32
5 EXTRINSIC MEAN authKW 351332 1% 100% 11
6 WATSON DISTRIBUTION authKW 347777 1% 78% 14
7 SPHERICAL REGRESSION authKW 322052 1% 92% 11
8 VON MISES FISHER DISTRIBUTION authKW 319372 2% 50% 20
9 DIRECTIONAL STATISTICS authKW 302541 3% 32% 30
10 FRECHET MEAN authKW 295649 2% 51% 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 71973 66% 0% 635
2 Mathematical & Computational Biology 2391 9% 0% 90
3 Computer Science, Artificial Intelligence 910 9% 0% 82
4 Biology 486 7% 0% 67
5 Mathematics, Applied 327 9% 0% 82
6 Computer Science, Interdisciplinary Applications 255 5% 0% 48
7 Computer Science, Software Engineering 182 4% 0% 35
8 Mathematics, Interdisciplinary Applications 178 4% 0% 34
9 Computer Science, Theory & Methods 97 3% 0% 33
10 Mathematics 59 5% 0% 48

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 LE CONTE 63878 0% 100% 2
2 CNRS UMR 7348 42584 0% 67% 2
3 DIPARTIMENTO SCI ECON POLIT LINGUE MODERNE 42584 0% 67% 2
4 FDN STUDIES SCI 37477 2% 7% 16
5 ED S 35928 0% 38% 3
6 AGRUPAMENTO CIENT MATEMAT SISTEMAS INFORMACAO 31939 0% 100% 1
7 ANGEW STAT IFAS 31939 0% 100% 1
8 BIOINFORMAT GENOM INTEGRATIVES 31939 0% 100% 1
9 CIENCIAS CONTABEIS ATUARIAS 31939 0% 100% 1
10 COMP AIDED MED PROCEDU AUGMENTED REAL GRP 31939 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 BIOMETRIKA 20136 5% 1% 45
2 JOURNAL OF MULTIVARIATE ANALYSIS 19731 5% 1% 47
3 ADVANCES IN APPLIED PROBABILITY 17948 3% 2% 33
4 JOURNAL OF APPLIED STATISTICS 9697 3% 1% 27
5 ENVIRONMENTAL AND ECOLOGICAL STATISTICS 8241 1% 2% 13
6 JOURNAL OF MATHEMATICAL IMAGING AND VISION 7961 2% 2% 16
7 ANNALS OF STATISTICS 6798 3% 1% 29
8 ANNALS OF APPLIED STATISTICS 5544 1% 1% 12
9 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 4752 3% 1% 27
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 4454 1% 1% 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 DIRECTIONAL DATA 1335045 8% 56% 74 Search DIRECTIONAL+DATA Search DIRECTIONAL+DATA
2 CIRCULAR DATA 824536 5% 53% 49 Search CIRCULAR+DATA Search CIRCULAR+DATA
3 VON MISES DISTRIBUTION 598029 5% 41% 46 Search VON+MISES+DISTRIBUTION Search VON+MISES+DISTRIBUTION
4 SHAPE SPACE 363356 3% 36% 32 Search SHAPE+SPACE Search SHAPE+SPACE
5 EXTRINSIC MEAN 351332 1% 100% 11 Search EXTRINSIC+MEAN Search EXTRINSIC+MEAN
6 WATSON DISTRIBUTION 347777 1% 78% 14 Search WATSON+DISTRIBUTION Search WATSON+DISTRIBUTION
7 SPHERICAL REGRESSION 322052 1% 92% 11 Search SPHERICAL+REGRESSION Search SPHERICAL+REGRESSION
8 VON MISES FISHER DISTRIBUTION 319372 2% 50% 20 Search VON+MISES+FISHER+DISTRIBUTION Search VON+MISES+FISHER+DISTRIBUTION
9 DIRECTIONAL STATISTICS 302541 3% 32% 30 Search DIRECTIONAL+STATISTICS Search DIRECTIONAL+STATISTICS
10 FRECHET MEAN 295649 2% 51% 18 Search FRECHET+MEAN Search FRECHET+MEAN

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 HUCKEMANN, S , HOTZ, T , (2014) ON MEANS AND THEIR ASYMPTOTICS: CIRCLES AND SHAPE SPACES.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 50. ISSUE 1-2. P. 98 -106 24 89% 1
2 BHATTACHARYA, R , PATRANGENARU, V , (2014) STATISTICS ON MANIFOLDS AND LANDMARKS BASED IMAGE ANALYSIS: A NONPARAMETRIC THEORY WITH APPLICATIONS.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 145. ISSUE . P. 1 -22 27 71% 2
3 JUPP, PE , MARDIA, KV , (1989) A UNIFIED VIEW OF THE THEORY OF DIRECTIONAL STATISTICS, 1975-1988.INTERNATIONAL STATISTICAL REVIEW. VOL. 57. ISSUE 3. P. 261 -294 66 58% 64
4 OLIVEIRA, M , CRUJEIRAS, RM , RODRIGUEZ-CASAL, A , (2014) NPCIRC: AN R PACKAGE FOR NONARAMETRIC CIRCULAR METHODS.JOURNAL OF STATISTICAL SOFTWARE. VOL. 61. ISSUE 9. P. 1 -26 21 88% 0
5 ROSENTHAL, M , WU, W , KLASSEN, E , SRIVASTAVA, A , (2014) SPHERICAL REGRESSION MODELS USING PROJECTIVE LINEAR TRANSFORMATIONS.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 109. ISSUE 508. P. 1615 -1624 18 100% 0
6 KATO, S , PEWSEY, A , (2015) A MOBIUS TRANSFORMATION-INDUCED DISTRIBUTION ON THE TORUS.BIOMETRIKA. VOL. 102. ISSUE 2. P. 359 -370 18 95% 1
7 SCHULZ, J , JUNG, S , HUCKEMANN, S , PIERRYNOWSKI, M , MARRON, JS , PIZER, SM , (2015) ANALYSIS OF ROTATIONAL DEFORMATIONS FROM DIRECTIONAL DATA.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 24. ISSUE 2. P. 539 -560 23 66% 0
8 DRYDEN, IL , LE, HL , PRESTON, SP , WOOD, ATA , (2014) MEAN SHAPES, PROJECTIONS AND INTRINSIC LIMITING DISTRIBUTIONS.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 145. ISSUE . P. 25-32 17 89% 1
9 BRUVERIS, M , (2016) OPTIMAL REPARAMETRIZATIONS IN THE SQUARE ROOT VELOCITY FRAMEWORK.SIAM JOURNAL ON MATHEMATICAL ANALYSIS. VOL. 48. ISSUE 6. P. 4335 -4354 19 76% 0
10 HUCKEMANN, SF , (2011) INTRINSIC INFERENCE ON THE MEAN GEODESIC OF PLANAR SHAPES AND TREE DISCRIMINATION BY LEAF GROWTH.ANNALS OF STATISTICS. VOL. 39. ISSUE 2. P. 1098 -1124 19 83% 8

Classes with closest relation at Level 1


Rank Class id link
1 23850 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS
2 32239 ORIENTED DISTANCE FUNCTION//FEATURELESS OBJECTS//CIRCULANT SYMMETRY
3 26953 LIE QUADRATIC//RIEMANNIAN CUBIC//COMP SCI GRP COMP SCI
4 21095 NPC SPACE//CARTAN HADAMARD MANIFOLD//ADMISSIBLE CONVERGENCE
5 16169 DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN
6 25162 COMPOSITIONAL DATA//AITCHISON GEOMETRY//LOG RATIO TRANSFORMATION
7 22830 GENERALIZED NEAR INTEGER GAMMA DISTRIBUTION//GENERALIZED INTEGER GAMMA DISTRIBUTION//PRODUCTS OF RANDOM VARIABLES
8 37703 ANAT NORMALEEA 3428//CRANIOFACIODENTAL//METHODS OF ASSESSING
9 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT
10 6323 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS

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