Class information for:
Level 1: FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL LINEAR MODEL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
6864 1358 27.3 55%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
615 13248 NONPARAMETRIC REGRESSION//ORACLE PROPERTY//SUFFICIENT DIMENSION REDUCTION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 FUNCTIONAL DATA ANALYSIS Author keyword 190 50% 20% 272
2 FUNCTIONAL DATA Author keyword 162 56% 14% 195
3 FUNCTIONAL LINEAR MODEL Author keyword 40 76% 2% 28
4 FUNCTIONAL PRINCIPAL COMPONENTS Author keyword 32 70% 2% 26
5 FUNCTIONAL REGRESSION Author keyword 31 57% 3% 37
6 CURVE REGISTRATION Author keyword 22 60% 2% 24
7 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS Author keyword 22 52% 2% 30
8 PENALIZED SPLINES Author keyword 21 37% 3% 46
9 FUNCTIONAL LINEAR REGRESSION Author keyword 17 72% 1% 13
10 DIFFERENCE PENALTY Author keyword 15 88% 1% 7

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 FUNCTIONAL DATA ANALYSIS 190 50% 20% 272 Search FUNCTIONAL+DATA+ANALYSIS Search FUNCTIONAL+DATA+ANALYSIS
2 FUNCTIONAL DATA 162 56% 14% 195 Search FUNCTIONAL+DATA Search FUNCTIONAL+DATA
3 FUNCTIONAL LINEAR MODEL 40 76% 2% 28 Search FUNCTIONAL+LINEAR+MODEL Search FUNCTIONAL+LINEAR+MODEL
4 FUNCTIONAL PRINCIPAL COMPONENTS 32 70% 2% 26 Search FUNCTIONAL+PRINCIPAL+COMPONENTS Search FUNCTIONAL+PRINCIPAL+COMPONENTS
5 FUNCTIONAL REGRESSION 31 57% 3% 37 Search FUNCTIONAL+REGRESSION Search FUNCTIONAL+REGRESSION
6 CURVE REGISTRATION 22 60% 2% 24 Search CURVE+REGISTRATION Search CURVE+REGISTRATION
7 FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS 22 52% 2% 30 Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS Search FUNCTIONAL+PRINCIPAL+COMPONENT+ANALYSIS
8 PENALIZED SPLINES 21 37% 3% 46 Search PENALIZED+SPLINES Search PENALIZED+SPLINES
9 FUNCTIONAL LINEAR REGRESSION 17 72% 1% 13 Search FUNCTIONAL+LINEAR+REGRESSION Search FUNCTIONAL+LINEAR+REGRESSION
10 DIFFERENCE PENALTY 15 88% 1% 7 Search DIFFERENCE+PENALTY Search DIFFERENCE+PENALTY

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CURVE REGISTRATION 26 69% 2% 22
2 FUNCTIONAL DATA 24 39% 4% 49
3 FUNCTIONAL LINEAR REGRESSION 21 90% 1% 9
4 SMOOTHING SPLINES ESTIMATORS 17 100% 1% 8
5 HILBERTIAN PROCESSES 15 88% 1% 7
6 NOX LEVELS 12 63% 1% 12
7 PENALIZED SPLINES 12 42% 2% 22
8 CURVE DISCRIMINATION 8 100% 0% 5
9 HEART RATE DATA 8 100% 0% 5
10 NONPARAMETRIC REGRESSION ANALYSIS 7 64% 1% 7

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ELECTRONIC JOURNAL OF STATISTICS 6 10% 4% 61

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Applications of functional data analysis: A systematic review 2013 10 105 39%
Rate of uniform consistency for nonparametric estimates with functional variables 2010 21 15 73%
Functional data analysis in brain imaging studies 2010 4 42 24%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PROJET AXIS 5 60% 0.4% 6
2 UMR C5583 5 28% 1.2% 16
3 MODELISAT MATH MONTPELLIER 3 60% 0.2% 3
4 STAT PROC STOCHAST 3 60% 0.2% 3
5 EQUIPE GRIMM 3 35% 0.4% 6
6 STAT ABT 2 33% 0.4% 6
7 LEUVEN STAT LSTAT 2 26% 0.5% 7
8 UFR SHS 2 18% 0.6% 8
9 MOX DIPARTIMENTO MATEMAT 1 21% 0.4% 6
10 CT RTC SET CPS DE 1 50% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000242209 GENERALIZED CROSS VALIDATION//GENERALIZED MAXIMUM LIKELIHOOD//SMOOTHING SPLINE
2 0.0000160163 PARTIALLY LINEAR MODEL//NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODELS
3 0.0000112818 NONPARAMETRIC REGRESSION ESTIMATION//PARTITIONING ESTIMATE//INFINITE ORDER AUTOREGRESSIVE PROCESS
4 0.0000091049 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
5 0.0000076405 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN PROCESSES MODEL
6 0.0000069913 LEAST CONCAVE MAJORANT//MONOTONE DENSITY//CONCAVE MAJORANT
7 0.0000065194 CANTABRIAN BASIN AUTHOR//STATISTICAL LEARNING TECHNIQUES//TWO SCALE DISCRETIZATION
8 0.0000062197 PRINCIPAL POINTS//PRINCIPAL CURVES//SELECTIVE ASSEMBLY
9 0.0000058790 BANDWIDTH SELECTION//MEAN INTEGRATED SQUARED ERROR//DENSITY ESTIMATION
10 0.0000056252 LASSO//ORACLE PROPERTY//VARIABLE SELECTION