Class information for:
Level 1: SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
15822 690 23.0 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
970 2             STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//LOCAL INFLUENCE 10676
15822 1                   SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL 690

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 SMALL AREA ESTIMATION authKW 3255552 18% 59% 124
2 FAY HERRIOT MODEL authKW 793265 3% 81% 22
3 NESTED ERROR REGRESSION MODEL authKW 553155 2% 83% 15
4 EMPIRICAL BEST LINEAR UNBIASED PREDICTION authKW 534193 2% 93% 13
5 EBLUP authKW 514933 2% 73% 16
6 AREA LEVEL MODELS authKW 442528 1% 100% 10
7 EMPIRICAL BEST PREDICTOR authKW 309770 1% 100% 7
8 UNIT LEVEL MODEL authKW 309770 1% 100% 7
9 CONSTRAINED BAYES authKW 265517 1% 100% 6
10 BORROW STRENGTH authKW 227584 1% 86% 6

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 78643 82% 0% 563
2 Social Sciences, Mathematical Methods 6742 12% 0% 85
3 Mathematical & Computational Biology 1728 9% 0% 65
4 Computer Science, Interdisciplinary Applications 286 6% 0% 42
5 Medical Informatics 245 2% 0% 17
6 Biology 228 6% 0% 40
7 Mathematics, Interdisciplinary Applications 174 4% 0% 28
8 Public, Environmental & Occupational Health 160 8% 0% 52
9 Psychology, Mathematical 121 1% 0% 7
10 Economics 31 3% 0% 23

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 ESCOLA SUPER GESTAO HOTELARIA TURISMO 188805 1% 53% 8
2 DIPARTIMENTO STAT MATEMAT PLICATA ECON 110617 1% 25% 10
3 INVEST ESPACO ORG 83839 1% 32% 6
4 SAMPLE SURVEY 79653 0% 60% 3
5 STAT SURVEY METHODOL 73225 2% 14% 12
6 METHODS QUAL 59002 0% 67% 2
7 HOUSEHOLD SURVEY METHODS 50569 1% 29% 4
8 ALIPORE POST OFF 44253 0% 100% 1
9 BAE SYST IT 44253 0% 100% 1
10 BIOSTAT C22 GH 44253 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 SURVEY METHODOLOGY 219992 4% 17% 30
2 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 37285 9% 1% 64
3 TEST 17746 2% 3% 14
4 JOURNAL OF OFFICIAL STATISTICS 16191 1% 4% 10
5 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 12898 3% 2% 19
6 JOURNAL OF EDUCATIONAL STATISTICS 10609 1% 4% 6
7 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 8847 5% 1% 35
8 SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS 8841 1% 4% 5
9 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 8776 6% 1% 40
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY 8094 2% 1% 14

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 SMALL AREA ESTIMATION 3255552 18% 59% 124 Search SMALL+AREA+ESTIMATION Search SMALL+AREA+ESTIMATION
2 FAY HERRIOT MODEL 793265 3% 81% 22 Search FAY+HERRIOT+MODEL Search FAY+HERRIOT+MODEL
3 NESTED ERROR REGRESSION MODEL 553155 2% 83% 15 Search NESTED+ERROR+REGRESSION+MODEL Search NESTED+ERROR+REGRESSION+MODEL
4 EMPIRICAL BEST LINEAR UNBIASED PREDICTION 534193 2% 93% 13 Search EMPIRICAL+BEST+LINEAR+UNBIASED+PREDICTION Search EMPIRICAL+BEST+LINEAR+UNBIASED+PREDICTION
5 EBLUP 514933 2% 73% 16 Search EBLUP Search EBLUP
6 AREA LEVEL MODELS 442528 1% 100% 10 Search AREA+LEVEL+MODELS Search AREA+LEVEL+MODELS
7 EMPIRICAL BEST PREDICTOR 309770 1% 100% 7 Search EMPIRICAL+BEST+PREDICTOR Search EMPIRICAL+BEST+PREDICTOR
8 UNIT LEVEL MODEL 309770 1% 100% 7 Search UNIT+LEVEL+MODEL Search UNIT+LEVEL+MODEL
9 CONSTRAINED BAYES 265517 1% 100% 6 Search CONSTRAINED+BAYES Search CONSTRAINED+BAYES
10 BORROW STRENGTH 227584 1% 86% 6 Search BORROW+STRENGTH Search BORROW+STRENGTH

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 PFEFFERMANN, D , (2013) NEW IMPORTANT DEVELOPMENTS IN SMALL AREA ESTIMATION.STATISTICAL SCIENCE. VOL. 28. ISSUE 1. P. 40-68 47 82% 32
2 DATTA, G , GHOSH, M , (2012) SMALL AREA SHRINKAGE ESTIMATION.STATISTICAL SCIENCE. VOL. 27. ISSUE 1. P. 95-114 38 93% 9
3 JIANG, JM , LAHIRI, P , (2006) MIXED MODEL PREDICTION AND SMALL AREA ESTIMATION.TEST. VOL. 15. ISSUE 1. P. 1-59 45 58% 92
4 BENAVENT, R , MORALES, D , (2016) MULTIVARIATE FAY-HERRIOT MODELS FOR SMALL AREA ESTIMATION.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 94. ISSUE . P. 372 -390 22 100% 0
5 ZHU, R , ZOU, GH , LIANG, H , ZHU, LX , (2016) PENALIZED WEIGHTED LEAST SQUARES TO SMALL AREA ESTIMATION.SCANDINAVIAN JOURNAL OF STATISTICS. VOL. 43. ISSUE 3. P. 736 -756 20 100% 0
6 MILITINO, AF , UGARTE, MD , GOICOA, T , (2015) DERIVING SMALL AREA ESTIMATES FROM INFORMATION TECHNOLOGY BUSINESS SURVEYS.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY. VOL. 178. ISSUE 4. P. 1051 -1067 23 85% 0
7 PEREIRA, LN , COELHO, PS , (2013) AN APPLIED COMPARISON OF AREA-LEVEL LINEAR MIXED MODELS IN SMALL AREA ESTIMATION.COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION. VOL. 42. ISSUE 3. P. 671-685 20 100% 0
8 TORKASHVAND, E , JOZANI, MJ , TORABI, M , (2016) CONSTRAINED BAYES ESTIMATION IN SMALL AREA MODELS WITH FUNCTIONAL MEASUREMENT ERROR.TEST. VOL. 25. ISSUE 4. P. 710 -730 18 95% 0
9 PEREIRA, LN , COELHO, PS , (2012) A SMALL AREA PREDICTOR UNDER AREA-LEVEL LINEAR MIXED MODELS WITH RESTRICTIONS.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 41. ISSUE 13-14. P. 2524 -2544 18 100% 1
10 HOBZA, T , MORALES, D , (2016) EMPIRICAL BEST PREDICTION UNDER UNIT-LEVEL LOGIT MIXED MODELS.JOURNAL OF OFFICIAL STATISTICS. VOL. 32. ISSUE 3. P. 661 -692 18 90% 0

Classes with closest relation at Level 1


Rank Class id link
1 32443 POVERTY MAPPING//POVERTY MAPS//DOMINUS FLUMINIS
2 10226 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY
3 7019 AUXILIARY INFORMATION//AUXILIARY VARIABLE//SURVEY METHODOLOGY
4 29600 UNDERCOUNT//AMERICAN COMMUNITY SURVEY//POST ENUMERATION SURVEY
5 23272 MASKED DATA//ASYMPTOTICALLY OPTIMAL//MISSING CAUSE OF FAILURE
6 27833 SPATIAL MICROSIMULATION//POPULATION SYNTHESIS//MICROSIMULATION
7 2988 GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA
8 17341 GROWTH CURVE MODEL//PC PROGRAM//POLYNOMIAL GROWTH CURVES
9 10055 GENERALIZED P VALUE//GENERALIZED CONFIDENCE INTERVAL//VARIANCE COMPONENTS
10 33895 COMPROMISE ALLOCATION//MULTIVARIATE STRATIFIED SAMPLING//OPTIMUM STRATIFICATION

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