Class information for:
Level 2: MULTICOLLINEARITY//QUADRATIC LOSS//ADMISSIBILITY

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
2794 2             MULTICOLLINEARITY//QUADRATIC LOSS//ADMISSIBILITY 3322
10967 1                   MINIMAXITY//QUADRATIC LOSS//INADMISSIBILITY 1047
11230 1                   MULTICOLLINEARITY//LIU ESTIMATOR//RIDGE REGRESSION 1026
17647 1                   LINEAR SUFFICIENCY//OLSE//BALANCED LOSS FUNCTION 617
26834 1                   EFFECTIVE INTERVAL//REGRET FUNCTION//SHRINKAGE TESTIMATOR 264
26844 1                   PITMAN CLOSENESS//PITMAN NEARNESS//PITMAN MEASURE OF CLOSENESS 264
36013 1                   RELATIVE SQUARED ERROR//NON REGULAR DISTRIBUTION//ELLIPSOIDAL RESTRICTION 104

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MULTICOLLINEARITY authKW 609927 5% 40% 160
2 QUADRATIC LOSS authKW 539298 2% 73% 78
3 ADMISSIBILITY authKW 475265 5% 33% 153
4 LIU ESTIMATOR authKW 431147 2% 91% 50
5 MINIMAXITY authKW 383903 2% 69% 59
6 BALANCED LOSS FUNCTION authKW 339245 1% 87% 41
7 STATISTICS & PROBABILITY WoSSC 329449 76% 1% 2531
8 PRELIMINARY TEST ESTIMATOR authKW 316168 1% 83% 40
9 INADMISSIBILITY authKW 313426 2% 62% 53
10 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS journal 308447 16% 6% 523

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 329449 76% 1% 2531
2 Social Sciences, Mathematical Methods 3361 4% 0% 135
3 Economics 1193 7% 0% 246
4 Mathematics, Interdisciplinary Applications 867 4% 0% 137
5 Mathematics, Applied 653 7% 0% 228
6 Mathematics 546 7% 0% 236
7 Computer Science, Interdisciplinary Applications 494 4% 0% 131
8 Mathematical & Computational Biology 166 2% 0% 54
9 Computer Science, Hardware & Architecture 45 1% 0% 32
10 Agricultural Economics & Policy 42 0% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATH FINANCES 110367 0% 73% 16
2 KLDAIP 69686 0% 57% 13
3 FDN COURSES 51696 0% 42% 13
4 GRP GR H THEORIES PLICAT 49914 0% 53% 10
5 STAT 29537 14% 1% 468
6 CUENTAS NACL 28456 0% 100% 3
7 CHINA ECON MANAGEMENT 23731 1% 12% 21
8 ECON FINANCE STAT 20582 1% 13% 17
9 HILL 561 18971 0% 100% 2
10 MODELISAT STOCHAST TRAITEMENT DONNEES 18971 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 308447 16% 6% 523
2 JOURNAL OF MULTIVARIATE ANALYSIS 138812 7% 6% 231
3 STATISTICAL PAPERS 125677 4% 11% 119
4 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 62698 6% 3% 202
5 ANNALS OF STATISTICS 57004 5% 4% 155
6 ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS 54616 3% 6% 103
7 STATISTICS & PROBABILITY LETTERS 40448 5% 2% 178
8 COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 40300 4% 4% 120
9 STATISTICS 29684 2% 5% 58
10 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 28639 3% 3% 91

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MULTICOLLINEARITY 609927 5% 40% 160 Search MULTICOLLINEARITY Search MULTICOLLINEARITY
2 QUADRATIC LOSS 539298 2% 73% 78 Search QUADRATIC+LOSS Search QUADRATIC+LOSS
3 ADMISSIBILITY 475265 5% 33% 153 Search ADMISSIBILITY Search ADMISSIBILITY
4 LIU ESTIMATOR 431147 2% 91% 50 Search LIU+ESTIMATOR Search LIU+ESTIMATOR
5 MINIMAXITY 383903 2% 69% 59 Search MINIMAXITY Search MINIMAXITY
6 BALANCED LOSS FUNCTION 339245 1% 87% 41 Search BALANCED+LOSS+FUNCTION Search BALANCED+LOSS+FUNCTION
7 PRELIMINARY TEST ESTIMATOR 316168 1% 83% 40 Search PRELIMINARY+TEST+ESTIMATOR Search PRELIMINARY+TEST+ESTIMATOR
8 INADMISSIBILITY 313426 2% 62% 53 Search INADMISSIBILITY Search INADMISSIBILITY
9 SHRINKAGE ESTIMATOR 289533 2% 48% 63 Search SHRINKAGE+ESTIMATOR Search SHRINKAGE+ESTIMATOR
10 RIDGE REGRESSION 269914 4% 24% 118 Search RIDGE+REGRESSION Search RIDGE+REGRESSION

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 2077 GENERALIZED P VALUE//STATISTICS & PROBABILITY//GENERALIZED CONFIDENCE INTERVAL
2 1212 ORDER STATISTICS//STATISTICS & PROBABILITY//RANKED SET SAMPLING
3 329 STATISTICS & PROBABILITY//EMPIRICAL LIKELIHOOD//JOURNAL OF ECONOMETRICS
4 1602 LASSO//BAYESIAN NETWORKS//VARIABLE SELECTION
5 1962 INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//FORECAST EVALUATION
6 2996 AUXILIARY INFORMATION//RANDOMIZED RESPONSE//STUDIES STAT
7 3693 SEQUENTIAL ANALYSIS-DESIGN METHODS AND APPLICATIONS//SEQUENTIAL DETECTION//SHIRYAEV ROBERTS PROCEDURE
8 1464 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//MARKOV CHAIN MONTE CARLO
9 3616 TOTAL LEAST SQUARES//STRUCTURED TOTAL LEAST SQUARES//SINGULAR SPECTRUM ANALYSIS
10 3998 INTERSECTION PERCENTAGE FUNCTION//MELENTEV POWER ENGN SYST//KATEDRA ELEKTROTECH ELEKT

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