Class information for:
Level 1: BANDWIDTH SELECTION//MEAN INTEGRATED SQUARED ERROR//DENSITY ESTIMATION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
6877 1357 21.3 44%


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 BANDWIDTH SELECTION Author keyword 30 28% 7% 92
2 MEAN INTEGRATED SQUARED ERROR Author keyword 20 44% 3% 35
3 DENSITY ESTIMATION Author keyword 17 12% 10% 134
4 BOUNDARY BIAS Author keyword 17 59% 1% 19
5 KERNEL DENSITY ESTIMATION Author keyword 15 14% 7% 99
6 KERNEL DENSITY ESTIMATOR Author keyword 13 27% 3% 40
7 SIZER Author keyword 12 53% 1% 16
8 NONPARAMETRIC DENSITY ESTIMATION Author keyword 12 23% 3% 45
9 BETA KERNELS Author keyword 12 86% 0% 6
10 DISCRETE ASSOCIATED KERNEL Author keyword 11 100% 0% 6

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 BANDWIDTH SELECTION 30 28% 7% 92 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
2 MEAN INTEGRATED SQUARED ERROR 20 44% 3% 35 Search MEAN+INTEGRATED+SQUARED+ERROR Search MEAN+INTEGRATED+SQUARED+ERROR
3 DENSITY ESTIMATION 17 12% 10% 134 Search DENSITY+ESTIMATION Search DENSITY+ESTIMATION
4 BOUNDARY BIAS 17 59% 1% 19 Search BOUNDARY+BIAS Search BOUNDARY+BIAS
5 KERNEL DENSITY ESTIMATION 15 14% 7% 99 Search KERNEL+DENSITY+ESTIMATION Search KERNEL+DENSITY+ESTIMATION
6 KERNEL DENSITY ESTIMATOR 13 27% 3% 40 Search KERNEL+DENSITY+ESTIMATOR Search KERNEL+DENSITY+ESTIMATOR
7 SIZER 12 53% 1% 16 Search SIZER Search SIZER
8 NONPARAMETRIC DENSITY ESTIMATION 12 23% 3% 45 Search NONPARAMETRIC+DENSITY+ESTIMATION Search NONPARAMETRIC+DENSITY+ESTIMATION
9 BETA KERNELS 12 86% 0% 6 Search BETA+KERNELS Search BETA+KERNELS
10 DISCRETE ASSOCIATED KERNEL 11 100% 0% 6 Search DISCRETE+ASSOCIATED+KERNEL Search DISCRETE+ASSOCIATED+KERNEL

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 BOUNDARY CORRECTION 69 93% 2% 26
2 BANDWIDTH SELECTION 31 25% 8% 104
3 DENSITY ESTIMATION 18 12% 11% 145
4 BOOTSTRAP CHOICE 16 65% 1% 15
5 DATA BASED ALGORITHM 15 68% 1% 13
6 BANDWIDTH SELECTORS 13 80% 1% 8
7 INTEGRATED SQUARED ERROR 12 52% 1% 17
8 WINDOW WIDTH 12 59% 1% 13
9 LP NORMS 9 55% 1% 11
10 SQUARE ERROR PROPERTIES 8 70% 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 JOURNAL OF NONPARAMETRIC STATISTICS 10 11% 6% 86

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Universal smoothing factor selection in density estimation: theory and practice 1997 37 67 90%
RECENT DEVELOPMENTS IN NONPARAMETRIC DENSITY-ESTIMATION 1991 240 115 50%
A Review and Comparison of Bandwidth Selection Methods for Kernel Regression 2014 0 27 52%
A qualitative study of probability density visualization techniques in measurements 2015 0 25 12%

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 THEORET PL STAT LSTA 2 67% 0.1% 2
2 C ITAL FORMAT 1 50% 0.1% 2
3 LMB UMR CNRS 6623 1 100% 0.1% 2
4 RFA IREA 1 17% 0.3% 4
5 ADV COMPUTAT TECHNOL GRP 1 50% 0.1% 1
6 CAELUM 1 50% 0.1% 1
7 CONTEMPORARY POLIT ECON AFFAIRS 1 50% 0.1% 1
8 MATH DWIS 1 50% 0.1% 1
9 MODELLING STAT BIOL SYST DATA ANAL TEAM 1 50% 0.1% 1
10 OXFORD MARTIN CARBON ENERGY REDUCT TRA 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000244057 NONPARAMETRIC REGRESSION ESTIMATION//PARTITIONING ESTIMATE//INFINITE ORDER AUTOREGRESSIVE PROCESS
2 0.0000190325 PARTIALLY LINEAR MODEL//NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODELS
3 0.0000173645 LEAST CONCAVE MAJORANT//MONOTONE DENSITY//CONCAVE MAJORANT
4 0.0000169623 WHITE NOISE MODEL//ADAPTIVE CURVE ESTIMATION//DENSITY DECONVOLUTION
5 0.0000150450 RANDOM CENSORSHIP//PRODUCT LIMIT ESTIMATOR//TRUNCATED AND CENSORED DATA
6 0.0000149061 GENERALIZED CROSS VALIDATION//GENERALIZED MAXIMUM LIKELIHOOD//SMOOTHING SPLINE
7 0.0000070319 S3RI//STAT OPERAT TECHNOL//BUSINESS INFORMAT ANALYT
8 0.0000064138 SMOOTH TEST//EMPIRICAL CHARACTERISTIC FUNCTION//TEST FOR MULTIVARIATE NORMALITY
9 0.0000063792 ANGIOGENESIS PROCESS//GRP DIGITAL SIGNAL PROC//AUTOMAT CONTROL INFORMAT TECHNOL
10 0.0000063178 DE FINETTI THEOREM//DEFINETTI THEOREM//KOLMOGOROV FELLER WEAK LAW OF LARGE NUMBERS