Class information for:
Level 1: PARTIALLY LINEAR MODEL//NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODELS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2022 2319 25.7 61%


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 PARTIALLY LINEAR MODEL Author keyword 75 64% 3% 73
2 NONPARAMETRIC REGRESSION Author keyword 65 20% 12% 287
3 VARYING COEFFICIENT MODELS Author keyword 55 62% 2% 57
4 SINGLE INDEX MODEL Author keyword 51 55% 3% 64
5 PROFILE LEAST SQUARES Author keyword 49 94% 1% 17
6 VARYING COEFFICIENT MODEL Author keyword 43 52% 3% 58
7 PARTIALLY LINEAR SINGLE INDEX MODEL Author keyword 38 89% 1% 17
8 PARTIALLY LINEAR MODELS Author keyword 36 70% 1% 30
9 PARTIALLY LINEAR REGRESSION MODEL Author keyword 35 89% 1% 16
10 PARTIAL LINEAR MODELS Author keyword 31 82% 1% 18

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 PARTIALLY LINEAR MODEL 75 64% 3% 73 Search PARTIALLY+LINEAR+MODEL Search PARTIALLY+LINEAR+MODEL
2 NONPARAMETRIC REGRESSION 65 20% 12% 287 Search NONPARAMETRIC+REGRESSION Search NONPARAMETRIC+REGRESSION
3 VARYING COEFFICIENT MODELS 55 62% 2% 57 Search VARYING+COEFFICIENT+MODELS Search VARYING+COEFFICIENT+MODELS
4 SINGLE INDEX MODEL 51 55% 3% 64 Search SINGLE+INDEX+MODEL Search SINGLE+INDEX+MODEL
5 PROFILE LEAST SQUARES 49 94% 1% 17 Search PROFILE+LEAST+SQUARES Search PROFILE+LEAST+SQUARES
6 VARYING COEFFICIENT MODEL 43 52% 3% 58 Search VARYING+COEFFICIENT+MODEL Search VARYING+COEFFICIENT+MODEL
7 PARTIALLY LINEAR SINGLE INDEX MODEL 38 89% 1% 17 Search PARTIALLY+LINEAR+SINGLE+INDEX+MODEL Search PARTIALLY+LINEAR+SINGLE+INDEX+MODEL
8 PARTIALLY LINEAR MODELS 36 70% 1% 30 Search PARTIALLY+LINEAR+MODELS Search PARTIALLY+LINEAR+MODELS
9 PARTIALLY LINEAR REGRESSION MODEL 35 89% 1% 16 Search PARTIALLY+LINEAR+REGRESSION+MODEL Search PARTIALLY+LINEAR+REGRESSION+MODEL
10 PARTIAL LINEAR MODELS 31 82% 1% 18 Search PARTIAL+LINEAR+MODELS Search PARTIAL+LINEAR+MODELS

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 NONPARAMETRIC REGRESSION 100 25% 15% 343
2 PARTIALLY LINEAR MODELS 72 70% 3% 60
3 SPLINE ESTIMATION 42 75% 1% 30
4 VARYING COEFFICIENT MODELS 38 39% 3% 78
5 CONSISTENT TEST 38 78% 1% 25
6 PARTLY LINEAR MODEL 35 74% 1% 26
7 SINGLE INDEX MODELS 35 44% 3% 61
8 SEMIPARAMETRIC ADDITIVE REGRESSION 33 100% 1% 13
9 POLYNOMIAL SPLINE 31 82% 1% 18
10 SEMIPARAMETRIC REGRESSION 29 31% 3% 79

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 JOURNAL OF NONPARAMETRIC STATISTICS 12 12% 4% 95

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Nonparametric inference with generalized likelihood ratio tests 2007 27 66 52%
Nonparametric regression techniques in economics 1998 116 52 58%
Extended Glivenko-Cantelli Theorem in Nonparametric Regression 2014 0 6 83%
Generalized Analysis-of-variance-type Test for the Single-index Quantile Model 2015 0 24 75%
Statistical materials on food production & consumption in Japan and the application to the analysis 2000 0 1 100%
Semiparametric methods in nonlinear time series analysis: a selective review 2014 0 65 48%
A review of nonparametric time series analysis 1997 43 58 26%

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 SHEN ZHEN HONG KONG JOINT PL STAT SCI 11 78% 0.3% 7
2 BEIJING SCI ENGN COMP 9 83% 0.2% 5
3 STAT MANAGEMENT 5 16% 1.2% 28
4 ADV STAT ECONOMETR 4 39% 0.4% 9
5 STAT OKONOMETRIE 4 15% 1.1% 25
6 STAT FINANCIAL MATH 4 33% 0.4% 10
7 INFORMAT SCI BUSINESS MANAGEMENT 2 67% 0.1% 2
8 MATH ECON SUFE 2 16% 0.4% 9
9 CASE PL STAT ECON 1 50% 0.1% 2
10 ELECT ENGN SCD SISTA 1 100% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000216584 NONPARAMETRIC REGRESSION ESTIMATION//PARTITIONING ESTIMATE//INFINITE ORDER AUTOREGRESSIVE PROCESS
2 0.0000207603 INTEGRATED TIME SERIES//FUNCTIONAL COEFFICIENTS//NONPARAMETRIC KERNEL ESTIMATORS
3 0.0000203016 GENERALIZED CROSS VALIDATION//GENERALIZED MAXIMUM LIKELIHOOD//SMOOTHING SPLINE
4 0.0000200018 EMPIRICAL LIKELIHOOD//WILKS THEOREM//GENERALIZED EMPIRICAL LIKELIHOOD
5 0.0000190325 BANDWIDTH SELECTION//MEAN INTEGRATED SQUARED ERROR//DENSITY ESTIMATION
6 0.0000184929 QUANTILE REGRESSION//ASYMMETRIC LAPLACE DISTRIBUTION//REGRESSION QUANTILES
7 0.0000160163 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL LINEAR MODEL
8 0.0000154184 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
9 0.0000150642 PARTIAL IDENTIFICATION//NONSEPARABLE MODELS//NONSEPARABLE MODEL
10 0.0000114813 BETWEEN CLUSTERS//WITHIN CLUSTERS//MAXIMIN POWER