Class information for:
Level 2: STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//ANNALS OF STATISTICS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
189 21720 24.4 48%


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
4070 1                   EMPIRICAL LIKELIHOOD//PARTIALLY LINEAR MODEL//VARYING COEFFICIENT MODEL 1852
5121 1                   LONG MEMORY//FRACTIONAL INTEGRATION//LONG RANGE DEPENDENCE 1669
5228 1                   BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION 1653
5321 1                   BREAKDOWN POINT//ROBUST REGRESSION//OUTLIERS 1641
6323 1                   FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL PRINCIPAL COMPONENTS 1500
7526 1                   CHANGE POINT//JUMP POINT//CHANGE POINT PROBLEM 1359
7751 1                   BOOTSTRAP//BLOCK BOOTSTRAP//EDGEWORTH EXPANSION 1332
8611 1                   PARTIAL IDENTIFICATION//JOURNAL OF ECONOMETRICS//NONSEPARABLE MODELS 1236
9836 1                   HETEROSKEDASTICITY//QUASI T TEST//JOURNAL OF ECONOMETRICS 1116
10894 1                   SMOOTH TEST//LACK OF FIT TEST//CONSISTENT TEST 1027
11163 1                   WHITE NOISE MODEL//ADAPTIVE ESTIMATION//MINIMAX RISK 1003
12600 1                   WEAK INSTRUMENTS//WEAK IDENTIFICATION//MANY INSTRUMENTS 894
12978 1                   CONDITIONAL MODE//NONPARAMETRIC REGRESSION ESTIMATION//BAHADUR EXACT SLOPE 868
14266 1                   QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION 781
16169 1                   DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN 669
19651 1                   ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS 496
20360 1                   NONLINEAR TIME SERIES//BILINEAR MODEL//ARRANGED AUTOREGRESSION 464
21213 1                   SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//SMOOTHING PARAMETER 428
21423 1                   LOCAL ASYMPTOTIC MIXED NORMALITY//ESTIMATING FUNCTION//BROWNIAN FLOWS 419
23167 1                   EXCESS MASS//SIZER//LEVEL SET ESTIMATION 356
23478 1                   LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES 344
23914 1                   MAXIMUM QUASI LIKELIHOOD ESTIMATOR//MAXIMUM QUASI LIKELIHOOD ESTIMATE//LS ESTIMATE 330
31011 1                   SPURIOUS REGRESSION//INTEGRATED TIME SERIES//FUNCTIONAL COEFFICIENTS 160
33546 1                   MOST ROBUST ESTIMATE//HAMPELS PROBLEM//OPTIMAL BOUNDED INFLUENCE FUNCTION 123

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 STATISTICS & PROBABILITY WoSSC 1867218 71% 9% 15408
2 NONPARAMETRIC REGRESSION authKW 575381 4% 54% 762
3 ANNALS OF STATISTICS journal 522942 6% 31% 1210
4 JOURNAL OF ECONOMETRICS journal 426338 5% 29% 1042
5 EMPIRICAL LIKELIHOOD authKW 422133 2% 66% 455
6 LONG MEMORY authKW 380157 2% 58% 468
7 JOURNAL OF NONPARAMETRIC STATISTICS journal 331296 2% 53% 450
8 ECONOMETRIC THEORY journal 308506 2% 41% 534
9 FUNCTIONAL DATA ANALYSIS authKW 292554 2% 59% 352
10 FUNCTIONAL DATA authKW 286286 1% 73% 281

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 1867218 71% 9% 15408
2 Social Sciences, Mathematical Methods 244927 13% 6% 2872
3 Mathematics, Interdisciplinary Applications 73267 13% 2% 2931
4 Economics 67986 20% 1% 4273
5 Mathematical & Computational Biology 10740 4% 1% 949
6 Computer Science, Interdisciplinary Applications 8434 6% 1% 1284
7 Biology 1285 3% 0% 629
8 Psychology, Mathematical 564 0% 1% 92
9 Mathematics 548 4% 0% 832
10 Mathematics, Applied 539 3% 0% 736

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 STAT 236123 15% 5% 3347
2 ECON 71102 11% 2% 2326
3 COWLES FDN ECON 42495 0% 44% 69
4 LSTA 39389 0% 34% 82
5 STAT PROBABIL 36088 1% 16% 157
6 MATH STAT 28988 6% 2% 1235
7 STAT ACTUARIAL SCI 19257 1% 6% 225
8 STAT PL PROBABIL 16891 1% 10% 118
9 STAT MANAGEMENT 15948 0% 22% 53
10 COWLES FDN 14221 0% 27% 38

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 ANNALS OF STATISTICS 522942 6% 31% 1210
2 JOURNAL OF ECONOMETRICS 426338 5% 29% 1042
3 JOURNAL OF NONPARAMETRIC STATISTICS 331296 2% 53% 450
4 ECONOMETRIC THEORY 308506 2% 41% 534
5 STATISTICS & PROBABILITY LETTERS 223829 5% 15% 1079
6 JOURNAL OF MULTIVARIATE ANALYSIS 221294 3% 21% 751
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 193032 4% 15% 918
8 COMPUTATIONAL STATISTICS & DATA ANALYSIS 170209 4% 16% 776
9 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 157850 3% 15% 741
10 STATISTICA SINICA 126265 2% 22% 402

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 NONPARAMETRIC REGRESSION 575381 4% 54% 762 Search NONPARAMETRIC+REGRESSION Search NONPARAMETRIC+REGRESSION
2 EMPIRICAL LIKELIHOOD 422133 2% 66% 455 Search EMPIRICAL+LIKELIHOOD Search EMPIRICAL+LIKELIHOOD
3 LONG MEMORY 380157 2% 58% 468 Search LONG+MEMORY Search LONG+MEMORY
4 FUNCTIONAL DATA ANALYSIS 292554 2% 59% 352 Search FUNCTIONAL+DATA+ANALYSIS Search FUNCTIONAL+DATA+ANALYSIS
5 FUNCTIONAL DATA 286286 1% 73% 281 Search FUNCTIONAL+DATA Search FUNCTIONAL+DATA
6 BANDWIDTH SELECTION 261056 1% 72% 257 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
7 ASYMPTOTIC NORMALITY 240918 2% 34% 505 Search ASYMPTOTIC+NORMALITY Search ASYMPTOTIC+NORMALITY
8 BOOTSTRAP 224948 3% 22% 749 Search BOOTSTRAP Search BOOTSTRAP
9 CHANGE POINT 213572 2% 42% 365 Search CHANGE+POINT Search CHANGE+POINT
10 DENSITY ESTIMATION 191502 2% 37% 372 Search DENSITY+ESTIMATION Search DENSITY+ESTIMATION

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 GONZALEZ-MANTEIGA, W , CRUJEIRAS, RM , (2013) AN UPDATED REVIEW OF GOODNESS-OF-FIT TESTS FOR REGRESSION MODELS.TEST. VOL. 22. ISSUE 3. P. 361 -411 195 81% 19
2 WANG, JL , CHIOU, JM , MULLER, HG , (2016) FUNCTIONAL DATA ANALYSIS.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 3. VOL. 3. ISSUE . P. 257 -295 144 85% 2
3 MORRIS, JS , (2015) FUNCTIONAL REGRESSION.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 2. VOL. 2. ISSUE . P. 321 -359 103 82% 10
4 HUBERT, M , ROUSSEEUW, PJ , VAN AELST, S , (2008) HIGH-BREAKDOWN ROBUST MULTIVARIATE METHODS.STATISTICAL SCIENCE. VOL. 23. ISSUE 1. P. 92 -119 99 85% 86
5 CUEVAS, A , (2014) A PARTIAL OVERVIEW OF THE THEORY OF STATISTICS WITH FUNCTIONAL DATA.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 147. ISSUE . P. 1 -23 73 80% 53
6 CHENG, MY , FAN, JQ , (2016) PETER HALL'S CONTRIBUTIONS TO NONPARAMETRIC FUNCTION ESTIMATION AND MODELING.ANNALS OF STATISTICS. VOL. 44. ISSUE 5. P. 1837 -1853 74 79% 5
7 MULLER, HG , (2016) PETER HALL, FUNCTIONAL DATA ANALYSIS AND RANDOM OBJECTS.ANNALS OF STATISTICS. VOL. 44. ISSUE 5. P. 1867 -1887 59 95% 5
8 SHANG, HL , (2014) A SURVEY OF FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS.ASTA-ADVANCES IN STATISTICAL ANALYSIS. VOL. 98. ISSUE 2. P. 121 -142 83 87% 6
9 NORDMAN, DJ , LAHIRI, SN , (2014) A REVIEW OF EMPIRICAL LIKELIHOOD METHODS FOR TIME SERIES.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 155. ISSUE . P. 1 -18 77 92% 5
10 HALL, AR , (2015) ECONOMETRICIANS HAVE THEIR MOMENTS: GMM AT 32.ECONOMIC RECORD. VOL. 91. ISSUE . P. 1 -24 84 76% 0

Classes with closest relation at Level 2


Rank Class id link
1 1959 INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//STATISTICS & PROBABILITY
2 1563 LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION
3 1414 COMPLETE CONVERGENCE//STATISTICS & PROBABILITY//EXTREMES
4 970 STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//LOCAL INFLUENCE
5 1916 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//STATISTICS & PROBABILITY
6 2331 STATISTICS & PROBABILITY//ORDER RESTRICTED INFERENCE//ORDERED ALTERNATIVES
7 319 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//BIOMETRICS
8 3681 JOURNAL OF APPROXIMATION THEORY//EXISTENCE PROBLEM//POLYA ALGORITHM
9 144 BUSINESS, FINANCE//JOURNAL OF FUTURES MARKETS//ECONOMICS
10 3345 LEVEL CROSSING SAMPLING//SCI TECHNOL TELECOMMUN//CONSERVATIVE FLOW

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