Class information for:
Level 1: WHITE NOISE MODEL//ADAPTIVE CURVE ESTIMATION//DENSITY DECONVOLUTION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
11823 887 23.6 49%


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 WHITE NOISE MODEL Author keyword 27 62% 3% 28
2 ADAPTIVE CURVE ESTIMATION Author keyword 20 100% 1% 9
3 DENSITY DECONVOLUTION Author keyword 17 79% 1% 11
4 MINIMAX CONVERGENCE RATES Author keyword 15 88% 1% 7
5 ADAPTIVE NONPARAMETRIC ESTIMATION Author keyword 14 100% 1% 7
6 MINIMAX RISK Author keyword 13 33% 4% 33
7 DEFICIENCY DISTANCE Author keyword 13 71% 1% 10
8 NONPARAMETRIC EXPERIMENTS Author keyword 11 100% 1% 6
9 LEPSKIS METHOD Author keyword 8 70% 1% 7
10 ADAPTIVE ESTIMATION Author keyword 8 12% 7% 66

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 WHITE NOISE MODEL 27 62% 3% 28 Search WHITE+NOISE+MODEL Search WHITE+NOISE+MODEL
2 ADAPTIVE CURVE ESTIMATION 20 100% 1% 9 Search ADAPTIVE+CURVE+ESTIMATION Search ADAPTIVE+CURVE+ESTIMATION
3 DENSITY DECONVOLUTION 17 79% 1% 11 Search DENSITY+DECONVOLUTION Search DENSITY+DECONVOLUTION
4 MINIMAX CONVERGENCE RATES 15 88% 1% 7 Search MINIMAX+CONVERGENCE+RATES Search MINIMAX+CONVERGENCE+RATES
5 ADAPTIVE NONPARAMETRIC ESTIMATION 14 100% 1% 7 Search ADAPTIVE+NONPARAMETRIC+ESTIMATION Search ADAPTIVE+NONPARAMETRIC+ESTIMATION
6 MINIMAX RISK 13 33% 4% 33 Search MINIMAX+RISK Search MINIMAX+RISK
7 DEFICIENCY DISTANCE 13 71% 1% 10 Search DEFICIENCY+DISTANCE Search DEFICIENCY+DISTANCE
8 NONPARAMETRIC EXPERIMENTS 11 100% 1% 6 Search NONPARAMETRIC+EXPERIMENTS Search NONPARAMETRIC+EXPERIMENTS
9 LEPSKIS METHOD 8 70% 1% 7 Search LEPSKIS+METHOD Search LEPSKIS+METHOD
10 ADAPTIVE ESTIMATION 8 12% 7% 66 Search ADAPTIVE+ESTIMATION Search ADAPTIVE+ESTIMATION

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 OPTIMAL RATES 110 56% 15% 134
2 NONPARAMETRIC DECONVOLUTION 88 80% 6% 55
3 ASYMPTOTIC EQUIVALENCE 31 49% 5% 46
4 DENSITY DECONVOLUTION 31 92% 1% 12
5 CONTAMINATED SAMPLE 26 100% 1% 11
6 DECONVOLUTION PROBLEMS 23 72% 2% 18
7 SHARP OPTIMALITY 18 89% 1% 8
8 MULTIVARIATE DENSITIES 15 73% 1% 11
9 WAVELET DECONVOLUTION 14 65% 1% 13
10 GAUSSIAN WHITE NOISE 10 34% 3% 23

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Tikhonov's Regularization to the Deconvolution Problem 2014 0 8 100%
On the stability of the risk hull method for projection estimators 2009 3 11 73%

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 UMR CNRS 8145 2 22% 1.1% 10
2 STOCHASTIK ANWENDUNGEN 2 67% 0.2% 2
3 ZAHLENTHEORIE WAHR EINLICHKEITSTHEORIE 1 50% 0.2% 2
4 STOCHAST ANWENDUNGEN 1 24% 0.5% 4
5 URA 743 1 25% 0.3% 3
6 GHU NECKER ENFANTS MALADES 1 33% 0.2% 2
7 ANAL TOPOL PROBABILITIES 1 50% 0.1% 1
8 EQUIPE STAT PROBIL 1 50% 0.1% 1
9 GREEN TECHNOL GREENTEC 1 50% 0.1% 1
10 LMNO CNRS 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000176331 SHEARLETS//IMAGE DENOISING//ANALYSIS OF SINGULARITIES
2 0.0000169623 BANDWIDTH SELECTION//MEAN INTEGRATED SQUARED ERROR//DENSITY ESTIMATION
3 0.0000151049 NONPARAMETRIC REGRESSION ESTIMATION//PARTITIONING ESTIMATE//INFINITE ORDER AUTOREGRESSIVE PROCESS
4 0.0000149010 LEAST CONCAVE MAJORANT//MONOTONE DENSITY//CONCAVE MAJORANT
5 0.0000114915 COEFFICIENT REGULARIZATION//SAMPLE COMPRESSION//LEARNING THEORY
6 0.0000112348 ASYMPTOTICALLY OPTIMAL//POSITIVE EXPONENTIAL FAMILY//REGRET BAYES RISK
7 0.0000108738 GENERALIZED CROSS VALIDATION//GENERALIZED MAXIMUM LIKELIHOOD//SMOOTHING SPLINE
8 0.0000104397 REGRESSION CALIBRATION//ERRORS IN VARIABLES//MEASUREMENT ERROR
9 0.0000103020 FIXED SET UP MODELS//MOST ROBUST ESTIMATE//REGULAR ESTIMATOR
10 0.0000097495 MULTIDIMENSIONAL INVARIANCE PRINCIPLE//CADLAG PROCESSES//L P ESTIMATORS