Class information for:
Level 1: DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10226 1080 31.7 55%


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
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
600 3       MATHEMATICAL GEOLOGY//CAPTURE RECAPTURE//DISEASE MAPPING 14509
2513 2             DISEASE MAPPING//CLUSTER DETECTION//SCAN STATISTIC 3841
10226 1                   DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY 1080

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 DISEASE MAPPING authKW 2050411 11% 58% 124
2 CONDITIONAL AUTOREGRESSIVE MODEL authKW 438355 3% 44% 35
3 GEOGRAPHIC EPIDEMIOLOGY authKW 265435 1% 72% 13
4 SHARED COMPONENT MODEL authKW 257016 1% 91% 10
5 BAYESIAN DISEASE MAPPING authKW 226175 1% 100% 8
6 AREAL DATA authKW 221639 1% 56% 14
7 GAUSSIAN MARKOV RANDOM FIELDS authKW 221611 3% 28% 28
8 CONDITIONAL AUTOREGRESSIVE PRIORS authKW 201222 1% 65% 11
9 ECOLOGICAL BIAS authKW 176995 1% 52% 12
10 ECOLOGICAL REGRESSION authKW 176948 1% 48% 13

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 76053 64% 0% 694
2 Mathematical & Computational Biology 18454 24% 0% 260
3 Medical Informatics 12819 14% 0% 146
4 Public, Environmental & Occupational Health 4827 28% 0% 301
5 Mathematics, Interdisciplinary Applications 1552 9% 0% 97
6 Health Care Sciences & Services 746 6% 0% 65
7 Medicine, Research & Experimental 587 10% 0% 105
8 Social Sciences, Mathematical Methods 563 3% 0% 32
9 Biology 460 6% 0% 70
10 Computer Science, Interdisciplinary Applications 378 6% 0% 61

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 PL STAT EPIDEMIOL UNIT 100968 0% 71% 5
2 INTERUNIV STAT STAT BIOINFORMAT 84816 0% 100% 3
3 STAT G PARENTI 73092 1% 17% 15
4 SMALL AREA HLTH STAT UNIT 51814 1% 17% 11
5 EVIDENCE BASED POPULAT HLTH UNIT 50887 0% 60% 3
6 HEALTHCARE INNOVAT IMPROVEMENT 48890 1% 22% 8
7 ENVIRONM CANC EPIDEMIOL UNIT 45222 1% 20% 8
8 DATA ANAL MODELLING COMPUTAT 37695 0% 67% 2
9 PLANNING STAT DIRECTORATE 36346 0% 43% 3
10 AGENCIA ESTADUAL DEFESA AGR 28272 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 STATISTICAL METHODS IN MEDICAL RESEARCH 61302 4% 5% 40
2 STATISTICS IN MEDICINE 43461 10% 1% 105
3 ENVIRONMETRICS 37460 4% 3% 41
4 INTERNATIONAL JOURNAL OF HEALTH GEOGRAPHICS 26333 2% 4% 23
5 ENVIRONMENTAL AND ECOLOGICAL STATISTICS 24892 2% 4% 24
6 STATISTICAL MODELLING 21510 1% 5% 16
7 GEOSPATIAL HEALTH 19478 1% 4% 16
8 BIOMETRICS 15001 5% 1% 49
9 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 13467 2% 2% 24
10 BIOSTATISTICS 11830 2% 2% 18

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 DISEASE MAPPING 2050411 11% 58% 124 Search DISEASE+MAPPING Search DISEASE+MAPPING
2 CONDITIONAL AUTOREGRESSIVE MODEL 438355 3% 44% 35 Search CONDITIONAL+AUTOREGRESSIVE+MODEL Search CONDITIONAL+AUTOREGRESSIVE+MODEL
3 GEOGRAPHIC EPIDEMIOLOGY 265435 1% 72% 13 Search GEOGRAPHIC+EPIDEMIOLOGY Search GEOGRAPHIC+EPIDEMIOLOGY
4 SHARED COMPONENT MODEL 257016 1% 91% 10 Search SHARED+COMPONENT+MODEL Search SHARED+COMPONENT+MODEL
5 BAYESIAN DISEASE MAPPING 226175 1% 100% 8 Search BAYESIAN+DISEASE+MAPPING Search BAYESIAN+DISEASE+MAPPING
6 AREAL DATA 221639 1% 56% 14 Search AREAL+DATA Search AREAL+DATA
7 GAUSSIAN MARKOV RANDOM FIELDS 221611 3% 28% 28 Search GAUSSIAN+MARKOV+RANDOM+FIELDS Search GAUSSIAN+MARKOV+RANDOM+FIELDS
8 CONDITIONAL AUTOREGRESSIVE PRIORS 201222 1% 65% 11 Search CONDITIONAL+AUTOREGRESSIVE+PRIORS Search CONDITIONAL+AUTOREGRESSIVE+PRIORS
9 ECOLOGICAL BIAS 176995 1% 52% 12 Search ECOLOGICAL+BIAS Search ECOLOGICAL+BIAS
10 ECOLOGICAL REGRESSION 176948 1% 48% 13 Search ECOLOGICAL+REGRESSION Search ECOLOGICAL+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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 UGARTE, MD , ADIN, A , GOICOA, T , MILITINO, AF , (2014) ON FITTING SPATIO-TEMPORAL DISEASE MAPPING MODELS USING APPROXIMATE BAYESIAN INFERENCE.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 23. ISSUE 6. P. 507 -530 34 94% 7
2 RUSHWORTH, A , LEE, D , SARRAN, C , (2017) AN ADAPTIVE SPATIOTEMPORAL SMOOTHING MODEL FOR ESTIMATING TRENDS AND STEP CHANGES IN DISEASE RISK.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. VOL. 66. ISSUE 1. P. 141 -157 23 96% 0
3 GOICOA, T , UGARTE, MD , ETXEBERRIA, J , MILITINO, AF , (2016) AGE-SPACE-TIME CAR MODELS IN BAYESIAN DISEASE MAPPING.STATISTICS IN MEDICINE. VOL. 35. ISSUE 14. P. 2391 -2405 23 88% 0
4 BOTELLA-ROCAMORA, P , LOPEZ-QUILEZ, A , MARTINEZ-BENEITO, MA , (2013) SPATIAL MOVING AVERAGE RISK SMOOTHING.STATISTICS IN MEDICINE. VOL. 32. ISSUE 15. P. 2595-2612 24 86% 8
5 KANG, SY , MCGREE, J , BAADE, P , MENGERSEN, K , (2015) A CASE STUDY FOR MODELLING CANCER INCIDENCE USING BAYESIAN SPATIO-TEMPORAL MODELS.AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS. VOL. 57. ISSUE 3. P. 325 -345 25 81% 1
6 RODRIGUES, EC , ASSUNCAO, R , (2012) BAYESIAN SPATIAL MODELS WITH A MIXTURE NEIGHBORHOOD STRUCTURE.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 109. ISSUE . P. 88-102 23 92% 5
7 KANG, SY , MCGREE, J , BAADE, P , MENGERSEN, K , (2014) AN INVESTIGATION OF THE IMPACT OF VARIOUS GEOGRAPHICAL SCALES FOR THE SPECIFICATION OF SPATIAL DEPENDENCE.JOURNAL OF APPLIED STATISTICS. VOL. 41. ISSUE 11. P. 2515 -2538 26 79% 1
8 ASSUNCAO, R , KRAINSKI, E , (2009) NEIGHBORHOOD DEPENDENCE IN BAYESIAN SPATIAL MODELS.BIOMETRICAL JOURNAL. VOL. 51. ISSUE 5. P. 851 -869 23 96% 14
9 WAKEFIELD, J , (2007) DISEASE MAPPING AND SPATIAL REGRESSION WITH COUNT DATA.BIOSTATISTICS. VOL. 8. ISSUE 2. P. 158-183 30 67% 77
10 GONZALEZ, R , INFANTE, S , HERNANDEZ, A , (2012) SPATIO-TEMPORAL HIERARCHICAL MODELS FOR MAPPING RELATIVE RISKS OF DENGUE IN THE MUNICIPALITY OF GIRARDOT, ARAGUA STATE, VENEZUELA.BOLETIN DE MALARIOLOGIA Y SALUD AMBIENTAL. VOL. 52. ISSUE 1. P. 33 -43 23 88% 1

Classes with closest relation at Level 1


Rank Class id link
1 9637 CLUSTER DETECTION//SCAN STATISTIC//SPATIAL SCAN STATISTIC
2 15822 SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL
3 3653 MATHEMATICAL GEOLOGY//VARIOGRAM//KRIGING
4 10560 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
5 9220 MARKOV CHAIN MONTE CARLO//COUPLING FROM THE PAST//GEOMETRIC ERGODICITY
6 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
7 4493 HEALTH & PLACE//RESIDENCE CHARACTERISTICS//NEIGHBORHOOD
8 16681 LANDFILL BIOTECHNOLOGY//SOLID WASTE BIODEGRADATION//SAHSU
9 32596 WORLDLAKE DATABASE//PARTITION OF LIFE EXPECTANCY//ADUR ARUN WORTHING TPCT
10 2988 GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA

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