Class information for:
Level 1: FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6323 1500 29.1 58%


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
6323 1                   FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS 1500

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 FUNCTIONAL DATA ANALYSIS authKW 3641576 22% 55% 326
2 FUNCTIONAL DATA authKW 2904510 16% 61% 235
3 FUNCTIONAL PRINCIPAL COMPONENTS authKW 619189 3% 78% 39
4 FUNCTIONAL REGRESSION authKW 589988 3% 63% 46
5 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS authKW 588790 3% 59% 49
6 FUNCTIONAL LINEAR MODEL authKW 561498 3% 69% 40
7 FUNCTIONAL LINEAR REGRESSION authKW 450943 2% 92% 24
8 PENALIZED SPLINES authKW 373642 4% 35% 53
9 CURVE REGISTRATION authKW 370956 2% 68% 27
10 FUNCTIONAL TIME SERIES authKW 254435 1% 83% 15

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 181556 84% 1% 1261
2 Mathematical & Computational Biology 6770 13% 0% 188
3 Computer Science, Interdisciplinary Applications 1430 9% 0% 133
4 Mathematics, Interdisciplinary Applications 1215 7% 0% 103
5 Medical Informatics 847 3% 0% 46
6 Biology 844 7% 0% 110
7 Psychology, Mathematical 254 1% 0% 15
8 Social Sciences, Mathematical Methods 248 2% 0% 26
9 Computer Science, Artificial Intelligence 80 3% 0% 38
10 Mathematics 77 5% 0% 71

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 STAT PROC STOCHAST 108556 1% 67% 8
2 UMR C5583 99682 1% 29% 17
3 EQUIPE GRIMM 76623 1% 47% 8
4 STAT 51933 27% 1% 410
5 PROJET AXIS 50883 0% 50% 5
6 UFR SHS 46454 1% 21% 11
7 AGEIS EA 7407 45798 0% 75% 3
8 POLIT SCI JEAN MONNET 45798 0% 75% 3
9 MOX MATH 45327 0% 32% 7
10 AGIM TEAM 40710 0% 100% 2

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 ELECTRONIC JOURNAL OF STATISTICS 89912 4% 7% 60
2 COMPUTATIONAL STATISTICS & DATA ANALYSIS 45324 7% 2% 105
3 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 40943 3% 4% 50
4 CONTRIBUTIONS TO STATISTICS 33240 2% 5% 36
5 JOURNAL OF MULTIVARIATE ANALYSIS 32886 5% 2% 76
6 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 26731 5% 2% 80
7 JOURNAL OF NONPARAMETRIC STATISTICS 25802 2% 4% 33
8 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 24044 2% 3% 34
9 ANNALS OF STATISTICS 20496 4% 2% 63
10 ANNALS OF APPLIED STATISTICS 19266 2% 3% 28

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 FUNCTIONAL DATA ANALYSIS 3641576 22% 55% 326 Search FUNCTIONAL+DATA+ANALYSIS Search FUNCTIONAL+DATA+ANALYSIS
2 FUNCTIONAL DATA 2904510 16% 61% 235 Search FUNCTIONAL+DATA Search FUNCTIONAL+DATA
3 FUNCTIONAL PRINCIPAL COMPONENTS 619189 3% 78% 39 Search FUNCTIONAL+PRINCIPAL+COMPONENTS Search FUNCTIONAL+PRINCIPAL+COMPONENTS
4 FUNCTIONAL REGRESSION 589988 3% 63% 46 Search FUNCTIONAL+REGRESSION Search FUNCTIONAL+REGRESSION
5 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS 588790 3% 59% 49 Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS
6 FUNCTIONAL LINEAR MODEL 561498 3% 69% 40 Search FUNCTIONAL+LINEAR+MODEL Search FUNCTIONAL+LINEAR+MODEL
7 FUNCTIONAL LINEAR REGRESSION 450943 2% 92% 24 Search FUNCTIONAL+LINEAR+REGRESSION Search FUNCTIONAL+LINEAR+REGRESSION
8 PENALIZED SPLINES 373642 4% 35% 53 Search PENALIZED+SPLINES Search PENALIZED+SPLINES
9 CURVE REGISTRATION 370956 2% 68% 27 Search CURVE+REGISTRATION Search CURVE+REGISTRATION
10 FUNCTIONAL TIME SERIES 254435 1% 83% 15 Search FUNCTIONAL+TIME+SERIES Search FUNCTIONAL+TIME+SERIES

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 WANG, JL , CHIOU, JM , MULLER, HG , (2016) FUNCTIONAL DATA ANALYSIS.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 3. VOL. 3. ISSUE . P. 257 -295 124 73% 2
2 MORRIS, JS , (2015) FUNCTIONAL REGRESSION.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 2. VOL. 2. ISSUE . P. 321 -359 89 71% 10
3 MULLER, HG , (2016) PETER HALL, FUNCTIONAL DATA ANALYSIS AND RANDOM OBJECTS.ANNALS OF STATISTICS. VOL. 44. ISSUE 5. P. 1867 -1887 55 89% 5
4 SHANG, HL , (2014) A SURVEY OF FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS.ASTA-ADVANCES IN STATISTICAL ANALYSIS. VOL. 98. ISSUE 2. P. 121 -142 77 81% 6
5 CUEVAS, A , (2014) A PARTIAL OVERVIEW OF THE THEORY OF STATISTICS WITH FUNCTIONAL DATA.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 147. ISSUE . P. 1 -23 57 63% 53
6 SCHEIPL, F , STAICU, AM , GREVEN, S , (2015) FUNCTIONAL ADDITIVE MIXED MODELS.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 24. ISSUE 2. P. 477 -501 46 84% 5
7 ZHANG, XK , WANG, JL , (2016) FROM SPARSE TO DENSE FUNCTIONAL DATA AND BEYOND.ANNALS OF STATISTICS. VOL. 44. ISSUE 5. P. 2281 -2321 35 81% 2
8 YAO, F , WU, YC , ZOU, JL , (2016) PROBABILITY-ENHANCED EFFECTIVE DIMENSION REDUCTION FOR CLASSIFYING SPARSE FUNCTIONAL DATA.TEST. VOL. 25. ISSUE 1. P. 1 -22 47 68% 0
9 MULLER, HG , (2005) FUNCTIONAL MODELLING AND CLASSIFICATION OF LONGITUDINAL DATA.SCANDINAVIAN JOURNAL OF STATISTICS. VOL. 32. ISSUE 2. P. 223 -240 44 81% 72
10 MULLER, HG , YANG, WJ , (2010) DYNAMIC RELATIONS FOR SPARSELY SAMPLED GAUSSIAN PROCESSES.TEST. VOL. 19. ISSUE 1. P. 1 -29 47 73% 3

Classes with closest relation at Level 1


Rank Class id link
1 21213 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//SMOOTHING PARAMETER
2 4070 EMPIRICAL LIKELIHOOD//PARTIALLY LINEAR MODEL//VARYING COEFFICIENT MODEL
3 16169 DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN
4 12978 CONDITIONAL MODE//NONPARAMETRIC REGRESSION ESTIMATION//BAHADUR EXACT SLOPE
5 30130 PRINCIPAL POINTS//SELECTIVE ASSEMBLY//BATCH SELECTIVE ASSEMBLY
6 14647 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
7 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
8 5228 BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION
9 10894 SMOOTH TEST//LACK OF FIT TEST//CONSISTENT TEST
10 10226 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY

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