Class information for:
Level 1: BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5228 1653 22.2 47%


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
5228 1                   BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION 1653

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 BANDWIDTH SELECTION authKW 879158 8% 37% 130
2 NONPARAMETRIC REGRESSION authKW 359415 10% 12% 166
3 DENSITY ESTIMATION authKW 342334 8% 14% 137
4 KERNEL ESTIMATOR authKW 333196 5% 21% 84
5 BOUNDARY BIAS authKW 254539 1% 66% 21
6 KERNEL DENSITY ESTIMATION authKW 249389 6% 14% 95
7 MEAN INTEGRATED SQUARED ERROR authKW 245264 2% 40% 33
8 ASYMMETRIC KERNEL authKW 236422 1% 80% 16
9 JOURNAL OF NONPARAMETRIC STATISTICS journal 219685 6% 12% 101
10 STATISTICS & PROBABILITY WoSSC 193855 83% 1% 1368

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 193855 83% 1% 1368
2 Computer Science, Interdisciplinary Applications 1586 9% 0% 147
3 Social Sciences, Mathematical Methods 1100 3% 0% 55
4 Mathematical & Computational Biology 1019 5% 0% 80
5 Mathematics, Interdisciplinary Applications 311 4% 0% 59
6 Biology 269 4% 0% 71
7 Computer Science, Artificial Intelligence 231 4% 0% 61
8 Economics 131 4% 0% 67
9 Psychology, Mathematical 19 0% 0% 5
10 Computer Science, Theory & Methods 18 2% 0% 27

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 INFORMAT SCI BUSINESS MANAGEMENT 55413 0% 100% 3
2 THEORET PL STAT LSTA 41558 0% 75% 3
3 LAMOS 37680 1% 20% 10
4 COMP SCI LIPN 36942 0% 100% 2
5 ELECT ENGN SCD SISTA 36942 0% 100% 2
6 LMB UMR CNRS 6623 36942 0% 100% 2
7 CHAIRE GENIE CIVIL ECOCONSTRUCT 24627 0% 67% 2
8 UR 1 24627 0% 67% 2
9 ADV COMPUTAT TECHNOL GRPCODE B10 18471 0% 100% 1
10 AMD CLIN 18471 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 JOURNAL OF NONPARAMETRIC STATISTICS 219685 6% 12% 101
2 ANNALS OF STATISTICS 49815 6% 3% 103
3 STATISTICS & PROBABILITY LETTERS 38340 7% 2% 123
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 30854 6% 2% 91
5 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 28028 5% 2% 86
6 JOURNAL OF MULTIVARIATE ANALYSIS 26023 4% 2% 71
7 BIOMETRIKA 22081 4% 2% 62
8 SCANDINAVIAN JOURNAL OF STATISTICS 19073 2% 3% 38
9 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 18329 5% 1% 78
10 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 17313 5% 1% 87

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 BANDWIDTH SELECTION 879158 8% 37% 130 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
2 NONPARAMETRIC REGRESSION 359415 10% 12% 166 Search NONPARAMETRIC+REGRESSION Search NONPARAMETRIC+REGRESSION
3 DENSITY ESTIMATION 342334 8% 14% 137 Search DENSITY+ESTIMATION Search DENSITY+ESTIMATION
4 KERNEL ESTIMATOR 333196 5% 21% 84 Search KERNEL+ESTIMATOR Search KERNEL+ESTIMATOR
5 BOUNDARY BIAS 254539 1% 66% 21 Search BOUNDARY+BIAS Search BOUNDARY+BIAS
6 KERNEL DENSITY ESTIMATION 249389 6% 14% 95 Search KERNEL+DENSITY+ESTIMATION Search KERNEL+DENSITY+ESTIMATION
7 MEAN INTEGRATED SQUARED ERROR 245264 2% 40% 33 Search MEAN+INTEGRATED+SQUARED+ERROR Search MEAN+INTEGRATED+SQUARED+ERROR
8 ASYMMETRIC KERNEL 236422 1% 80% 16 Search ASYMMETRIC+KERNEL Search ASYMMETRIC+KERNEL
9 LOCAL POLYNOMIAL FITTING 171396 1% 40% 23 Search LOCAL+POLYNOMIAL+FITTING Search LOCAL+POLYNOMIAL+FITTING
10 BIAS REDUCTION 165485 3% 20% 44 Search BIAS+REDUCTION Search BIAS+REDUCTION

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 HEIDENREICH, NB , SCHINDLER, A , SPERLICH, S , (2013) BANDWIDTH SELECTION FOR KERNEL DENSITY ESTIMATION: A REVIEW OF FULLY AUTOMATIC SELECTORS.ASTA-ADVANCES IN STATISTICAL ANALYSIS. VOL. 97. ISSUE 4. P. 403 -433 45 90% 12
2 BOTEV, ZI , GROTOWSKI, JF , KROESE, DP , (2010) KERNEL DENSITY ESTIMATION VIA DIFFUSION.ANNALS OF STATISTICS. VOL. 38. ISSUE 5. P. 2916-2957 26 93% 353
3 DEVROYE, L , (1997) UNIVERSAL SMOOTHING FACTOR SELECTION IN DENSITY ESTIMATION: THEORY AND PRACTICE.TEST. VOL. 6. ISSUE 2. P. 223 -282 57 85% 39
4 JONES, MC , MARRON, JS , SHEATHER, SJ , (1996) PROGRESS IN DATA-BASED BANDWIDTH SELECTION FOR KERNEL DENSITY ESTIMATION.COMPUTATIONAL STATISTICS. VOL. 11. ISSUE 3. P. 337 -381 53 93% 45
5 BOUEZMARNI, T , ROMBOUTS, JVK , (2010) NONPARAMETRIC DENSITY ESTIMATION FOR MULTIVARIATE BOUNDED DATA.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 140. ISSUE 1. P. 139-152 28 100% 16
6 GEENENS, G , (2014) PROBIT TRANSFORMATION FOR KERNEL DENSITY ESTIMATION ON THE UNIT INTERVAL.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 109. ISSUE 505. P. 346-358 25 100% 4
7 SWANEPOEL, TWH , KOEKEMOER, G , (2008) TRANSFORMATION KERNEL DENSITY ESTIMATION WITH APPLICATIONS.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 17. ISSUE 3. P. 750 -769 32 89% 4
8 TENREIRO, C , (2017) A WEIGHTED LEAST-SQUARES CROSS-VALIDATION BANDWIDTH SELECTOR FOR KERNEL DENSITY ESTIMATION.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 46. ISSUE 7. P. 3438 -3458 25 93% 0
9 GRAMACKI, A , GRAMACKI, J , (2017) FFT-BASED FAST BANDWIDTH SELECTOR FOR MULTIVARIATE KERNEL DENSITY ESTIMATION.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 106. ISSUE . P. 27 -45 23 100% 0
10 BELAID, N , ADJABI, S , ZOUGAB, N , KOKONENDJI, CC , (2016) BAYESIAN BANDWIDTH SELECTION IN DISCRETE MULTIVARIATE ASSOCIATED KERNEL ESTIMATORS FOR PROBABILITY MASS FUNCTIONS.JOURNAL OF THE KOREAN STATISTICAL SOCIETY. VOL. 45. ISSUE 4. P. 557 -567 23 96% 0

Classes with closest relation at Level 1


Rank Class id link
1 12978 CONDITIONAL MODE//NONPARAMETRIC REGRESSION ESTIMATION//BAHADUR EXACT SLOPE
2 21213 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//SMOOTHING PARAMETER
3 23167 EXCESS MASS//SIZER//LEVEL SET ESTIMATION
4 11163 WHITE NOISE MODEL//ADAPTIVE ESTIMATION//MINIMAX RISK
5 10894 SMOOTH TEST//LACK OF FIT TEST//CONSISTENT TEST
6 4070 EMPIRICAL LIKELIHOOD//PARTIALLY LINEAR MODEL//VARYING COEFFICIENT MODEL
7 19651 ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS
8 6595 KAPLAN MEIER ESTIMATOR//RANDOM CENSORSHIP//PRODUCT LIMIT ESTIMATOR
9 14266 QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION
10 6323 FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS

Go to start page