Class information for:
Level 1: AIC//MODEL SELECTION//MODEL AVERAGING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
16817 634 24.6 45%


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
1959 2             INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//STATISTICS & PROBABILITY 5694
16817 1                   AIC//MODEL SELECTION//MODEL AVERAGING 634

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 AIC authKW 491540 12% 14% 75
2 MODEL SELECTION authKW 421861 25% 6% 158
3 MODEL AVERAGING authKW 378486 8% 15% 52
4 KULLBACK LEIBLER INFORMATION authKW 304180 5% 19% 34
5 FREQUENTIST MODEL AVERAGING authKW 216725 1% 75% 6
6 BIAS CORRECTED AIC authKW 192647 1% 100% 4
7 INFERENCE AFTER MODEL SELECTION authKW 192647 1% 100% 4
8 MODEL SELECTION DIAGNOSTICS authKW 192647 1% 100% 4
9 FOCUSED INFORMATION CRITERION authKW 157321 1% 47% 7
10 ICOMP authKW 154116 1% 80% 4

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 51194 69% 0% 436
2 Social Sciences, Mathematical Methods 4962 11% 0% 70
3 Mathematics, Interdisciplinary Applications 1536 12% 0% 73
4 Economics 1035 15% 0% 92
5 Mathematical & Computational Biology 724 6% 0% 41
6 Computer Science, Interdisciplinary Applications 239 6% 0% 37
7 Biology 110 4% 0% 28
8 Medical Informatics 86 2% 0% 10
9 Computer Science, Artificial Intelligence 39 3% 0% 17
10 Operations Research & Management Science 15 2% 0% 10

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 SYST ENGN COMPLEX SYST PROGRAM 72240 0% 50% 3
2 CLIN DATA ANAL 48162 0% 100% 1
3 EURADOM 48162 0% 100% 1
4 INFORMAT PROGRAMMING 48162 0% 100% 1
5 MATH PAINLEVEUMR 8524 48162 0% 100% 1
6 MED BIOMETRIE MED INFORMATIK 48162 0% 100% 1
7 MED STAT CLIN DEV 48162 0% 100% 1
8 MEDIA RELAT 48162 0% 100% 1
9 MODAL PROJECT TEAM INRIA 48162 0% 100% 1
10 NETHERLANDS BUR ECON POLICY ANAL CPB 48162 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 AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS 13384 2% 2% 13
2 STATISTICA SINICA 10735 3% 1% 20
3 JOURNAL OF ECONOMETRICS 9801 4% 1% 27
4 ECONOMETRIC THEORY 9489 3% 1% 16
5 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 7735 6% 0% 36
6 STATISTICS & PROBABILITY LETTERS 6745 5% 0% 32
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 6604 5% 0% 29
8 BIOMETRIKA 6600 3% 1% 21
9 COMPUTATIONAL STATISTICS & DATA ANALYSIS 6057 4% 1% 25
10 ELECTRONIC JOURNAL OF STATISTICS 5897 2% 1% 10

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 AIC 491540 12% 14% 75 Search AIC Search AIC
2 MODEL SELECTION 421861 25% 6% 158 Search MODEL+SELECTION Search MODEL+SELECTION
3 MODEL AVERAGING 378486 8% 15% 52 Search MODEL+AVERAGING Search MODEL+AVERAGING
4 KULLBACK LEIBLER INFORMATION 304180 5% 19% 34 Search KULLBACK+LEIBLER+INFORMATION Search KULLBACK+LEIBLER+INFORMATION
5 FREQUENTIST MODEL AVERAGING 216725 1% 75% 6 Search FREQUENTIST+MODEL+AVERAGING Search FREQUENTIST+MODEL+AVERAGING
6 BIAS CORRECTED AIC 192647 1% 100% 4 Search BIAS+CORRECTED+AIC Search BIAS+CORRECTED+AIC
7 INFERENCE AFTER MODEL SELECTION 192647 1% 100% 4 Search INFERENCE+AFTER+MODEL+SELECTION Search INFERENCE+AFTER+MODEL+SELECTION
8 MODEL SELECTION DIAGNOSTICS 192647 1% 100% 4 Search MODEL+SELECTION+DIAGNOSTICS Search MODEL+SELECTION+DIAGNOSTICS
9 FOCUSED INFORMATION CRITERION 157321 1% 47% 7 Search FOCUSED+INFORMATION+CRITERION Search FOCUSED+INFORMATION+CRITERION
10 ICOMP 154116 1% 80% 4 Search ICOMP Search ICOMP

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 CLAESKENS, G , (2016) STATISTICAL MODEL CHOICE.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 3. VOL. 3. ISSUE . P. 233 -256 42 55% 0
2 MAGNUS, JR , DE LUCA, G , (2016) WEIGHTED-AVERAGE LEAST SQUARES (WALS): A SURVEY.JOURNAL OF ECONOMIC SURVEYS. VOL. 30. ISSUE 1. P. 117 -148 41 54% 0
3 LIU, CA , (2015) DISTRIBUTION THEORY OF THE LEAST SQUARES AVERAGING ESTIMATOR.JOURNAL OF ECONOMETRICS. VOL. 186. ISSUE 1. P. 142 -159 25 66% 12
4 SCHOMAKER, M , HEUMANN, C , (2014) MODEL SELECTION AND MODEL AVERAGING AFTER MULTIPLE IMPUTATION.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 71. ISSUE . P. 758-770 25 71% 10
5 ZHANG, XY , ZOU, GH , CARROLL, RJ , (2015) MODEL AVERAGING BASED ON KULLBACK-LEIBLER DISTANCE.STATISTICA SINICA. VOL. 25. ISSUE 4. P. 1583 -1598 20 91% 2
6 ZHANG, XY , WAN, ATK , ZOU, GH , (2013) MODEL AVERAGING BY JACKKNIFE CRITERION IN MODELS WITH DEPENDENT DATA.JOURNAL OF ECONOMETRICS. VOL. 174. ISSUE 2. P. 82-94 24 75% 10
7 CHEN, XJ , ZOU, GH , ZHANG, XY , (2013) FREQUENTIST MODEL AVERAGING FOR LINEAR MIXED-EFFECTS MODELS.FRONTIERS OF MATHEMATICS IN CHINA. VOL. 8. ISSUE 3. P. 497-515 23 74% 0
8 WANG, HY , ZHOU, SZF , (2013) INTERVAL ESTIMATION BY FREQUENTIST MODEL AVERAGING.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 42. ISSUE 23. P. 4342-4356 22 76% 2
9 ZHANG, XY , WAN, ATK , ZHOU, SZ , (2012) FOCUSED INFORMATION CRITERIA, MODEL SELECTION, AND MODEL AVERAGING IN A TOBIT MODEL WITH A NONZERO THRESHOLD.JOURNAL OF BUSINESS & ECONOMIC STATISTICS. VOL. 30. ISSUE 1. P. 132-142 24 67% 15
10 ZHANG, XY , ZOU, GH , LIANG, H , (2014) MODEL AVERAGING AND WEIGHT CHOICE IN LINEAR MIXED-EFFECTS MODELS.BIOMETRIKA. VOL. 101. ISSUE 1. P. 205-218 21 72% 3

Classes with closest relation at Level 1


Rank Class id link
1 21880 ESTIMATIVE PREDICTION LIMIT//PATH FORECAST//PREDICTION LIMIT
2 10560 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
3 3308 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
4 11511 MULTICOLLINEARITY//LIU ESTIMATOR//PRELIMINARY TEST ESTIMATOR
5 36653 CLASS SPECIFIC FEATURES//EXPONENTIALLY EMBEDDED FAMILY//EXPONENTIALLY EMBEDDED FAMILY EEF
6 10842 MINIMAXITY//QUADRATIC LOSS//INADMISSIBILITY
7 13323 EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS
8 20388 ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION
9 15822 SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL
10 29362 SUBSPACE INFORMATION CRITERION//PROJECTION LEARNING//PARTIAL PROJECTION FILTER

Go to start page