Class information for:
Level 2: STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//LONG MEMORY

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
616 2             STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//LONG MEMORY 14308
686 1                   NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL 3188
4950 1                   LONG MEMORY//FRACTIONAL INTEGRATION//LONG RANGE DEPENDENCE 1725
5477 1                   CHANGE POINT//CHANGE POINT ESTIMATION//CHANGE POINT PROBLEM 1649
7027 1                   FUNCTIONAL DATA ANALYSIS//FUNCTIONAL DATA//FUNCTIONAL REGRESSION 1441
8813 1                   NONLINEAR TIME SERIES//QUASI MAXIMUM LIKELIHOOD ESTIMATION//GEOMETRIC ERGODICITY 1245
9146 1                   BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR 1213
12143 1                   WHITE NOISE MODEL//DECONVOLUTION//ADAPTIVE ESTIMATION 957
18756 1                   ISOTONIC REGRESSION//MONOTONE REGRESSION//SHAPE CONSTRAINTS 561
21089 1                   EXCESS MASS//SIZER//SET ESTIMATION 457
21538 1                   SUPERIMPOSED EXPONENTIAL SIGNALS//EXPONENTIAL SIGNALS//MIXED SPECTRUM 439
23767 1                   SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL 358
25288 1                   LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES 309
27961 1                   L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE 237
28265 1                   BAHADUR EXACT SLOPE//LOCAL U STATISTIC//INACCURACY RATE 230
30417 1                   SPURIOUS REGRESSION//INTEGRATED TIME SERIES//FUNCTIONAL COEFFICIENTS 184
35171 1                   AVTOMATIKA//SMOOTHING DATA//ADEQUATE EXTERNAL GMDH CRITERION 115

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS & PROBABILITY WoSSC 1272593 72% 6% 10328
2 NONPARAMETRIC REGRESSION authKW 806502 5% 51% 726
3 LONG MEMORY authKW 573422 3% 56% 468
4 FUNCTIONAL DATA ANALYSIS authKW 459270 3% 58% 363
5 FUNCTIONAL DATA authKW 413651 2% 68% 278
6 CHANGE POINT authKW 408461 3% 45% 413
7 ANNALS OF STATISTICS journal 402246 6% 21% 854
8 BANDWIDTH SELECTION authKW 384733 2% 69% 253
9 JOURNAL OF NONPARAMETRIC STATISTICS journal 340307 3% 42% 371
10 ASYMPTOTIC NORMALITY authKW 277480 3% 29% 441

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 1272593 72% 6% 10328
2 Social Sciences, Mathematical Methods 63276 8% 2% 1192
3 Mathematics, Interdisciplinary Applications 28162 10% 1% 1495
4 Economics 18743 13% 1% 1880
5 Mathematical & Computational Biology 8547 5% 1% 687
6 Computer Science, Interdisciplinary Applications 4956 6% 0% 808
7 Biology 1080 3% 0% 453
8 Mathematics, Applied 715 4% 0% 600
9 Mathematics 622 5% 0% 644
10 Automation & Control Systems 383 1% 0% 214

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STAT 205098 18% 4% 2551
2 LSTA 48161 1% 30% 73
3 STAT PROBABIL 35098 1% 13% 127
4 ECON 29976 9% 1% 1248
5 MATH STAT 24036 6% 1% 926
6 ADV STAT ECONOMETR 20355 0% 51% 18
7 STAT ACTUARIAL SCI 18261 1% 5% 179
8 SHEN ZHEN HONG KONG JOINT PL STAT SCI 17598 0% 67% 12
9 STAT PROC STOCHAST 16924 0% 77% 10
10 STAT OKONOMETRIE 16820 0% 21% 36

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANNALS OF STATISTICS 402246 6% 21% 854
2 JOURNAL OF NONPARAMETRIC STATISTICS 340307 3% 42% 371
3 JOURNAL OF TIME SERIES ANALYSIS 193876 2% 34% 260
4 ECONOMETRIC THEORY 175630 2% 25% 326
5 STATISTICS & PROBABILITY LETTERS 163583 5% 10% 743
6 JOURNAL OF MULTIVARIATE ANALYSIS 162821 4% 14% 520
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 130647 4% 10% 606
8 STATISTICA SINICA 122150 2% 17% 320
9 ELECTRONIC JOURNAL OF STATISTICS 94068 1% 22% 197
10 COMPUTATIONAL STATISTICS & DATA ANALYSIS 92057 3% 9% 461

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 NONPARAMETRIC REGRESSION 806502 5% 51% 726 Search NONPARAMETRIC+REGRESSION Search NONPARAMETRIC+REGRESSION
2 LONG MEMORY 573422 3% 56% 468 Search LONG+MEMORY Search LONG+MEMORY
3 FUNCTIONAL DATA ANALYSIS 459270 3% 58% 363 Search FUNCTIONAL+DATA+ANALYSIS Search FUNCTIONAL+DATA+ANALYSIS
4 FUNCTIONAL DATA 413651 2% 68% 278 Search FUNCTIONAL+DATA Search FUNCTIONAL+DATA
5 CHANGE POINT 408461 3% 45% 413 Search CHANGE+POINT Search CHANGE+POINT
6 BANDWIDTH SELECTION 384733 2% 69% 253 Search BANDWIDTH+SELECTION Search BANDWIDTH+SELECTION
7 ASYMPTOTIC NORMALITY 277480 3% 29% 441 Search ASYMPTOTIC+NORMALITY Search ASYMPTOTIC+NORMALITY
8 KERNEL ESTIMATOR 248323 1% 53% 212 Search KERNEL+ESTIMATOR Search KERNEL+ESTIMATOR
9 DENSITY ESTIMATION 234708 2% 32% 334 Search DENSITY+ESTIMATION Search DENSITY+ESTIMATION
10 VARYING COEFFICIENT MODEL 233687 1% 66% 161 Search VARYING+COEFFICIENT+MODEL Search VARYING+COEFFICIENT+MODEL

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.

Classes with closest relation at Level 2


rank cluster_id2 link
1 329 STATISTICS & PROBABILITY//EMPIRICAL LIKELIHOOD//JOURNAL OF ECONOMETRICS
2 3183 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
3 1242 STATISTICS & PROBABILITY//COMPLETE CONVERGENCE//THEORY OF PROBABILITY AND ITS APPLICATIONS
4 1962 INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//FORECAST EVALUATION
5 1602 LASSO//BAYESIAN NETWORKS//VARIABLE SELECTION
6 1464 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//MARKOV CHAIN MONTE CARLO
7 3693 SEQUENTIAL ANALYSIS-DESIGN METHODS AND APPLICATIONS//SEQUENTIAL DETECTION//SHIRYAEV ROBERTS PROCEDURE
8 726 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//MULTIPLE IMPUTATION
9 1342 DISEASE MAPPING//SMALL AREA ESTIMATION//STATISTICS & PROBABILITY
10 4279 DISCRETE MOMENT PROBLEM//BIVARIATE BINOMIAL MOMENTS//PROBABILITY BOUNDS

Go to start page