Class information for:
Level 1: VERIFICATION BIAS//PARTIAL VERIFICATION//PASS FAIL INSPECTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
18034 570 23.7 60%


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
2582 2             ROC CURVE//VERIFICATION BIAS//DIAGNOSTIC TESTS 3658
18034 1                   VERIFICATION BIAS//PARTIAL VERIFICATION//PASS FAIL INSPECTION 570

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 VERIFICATION BIAS authKW 1766170 8% 70% 47
2 PARTIAL VERIFICATION authKW 565824 2% 81% 13
3 PASS FAIL INSPECTION authKW 321418 1% 100% 6
4 LATENT CLASS MODEL authKW 256015 7% 11% 42
5 GAUGE CAPABILITY authKW 241060 1% 75% 6
6 CONDITIONAL DEPENDENCE authKW 209080 2% 35% 11
7 DISEASE FREEDOM authKW 180786 2% 38% 9
8 FREEDOM FROM DISEASE authKW 180436 1% 42% 8
9 BINARY MEASUREMENT authKW 171421 1% 80% 4
10 WEIGHTED KAPPA COEFFICIENT authKW 171421 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 23664 49% 0% 282
2 Mathematical & Computational Biology 16120 31% 0% 176
3 Medical Informatics 14136 19% 0% 111
4 Public, Environmental & Occupational Health 2192 26% 0% 148
5 Veterinary Sciences 1348 18% 0% 102
6 Medicine, Research & Experimental 1103 17% 0% 98
7 Health Care Sciences & Services 771 8% 0% 47
8 Biology 683 10% 0% 59
9 Social Sciences, Mathematical Methods 97 2% 0% 10
10 Engineering, Industrial 77 2% 0% 13

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 GRP BLOOD TRANSFUS SECUR 107139 0% 100% 2
2 MED SOCIAL FMRP 107139 0% 100% 2
3 BUSINESS IND STAT 63795 2% 13% 9
4 BIOSTATREGENSTRIEF HLTH 53570 0% 100% 1
5 CDCTPV MOL PLANT VIROL 53570 0% 100% 1
6 CENT MED SANITAT 81 53570 0% 100% 1
7 CHAIR PL STAT LIFE SCI 53570 0% 100% 1
8 CLIN EPIDEMIOL COMMUN MED 53570 0% 100% 1
9 EDUC NURSING COMMUNITY HLTH 53570 0% 100% 1
10 EPIDEMIOL BIOSTAT MATH MODELLING UNIT 53570 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 PREVENTIVE VETERINARY MEDICINE 76594 13% 2% 72
2 STATISTICS IN MEDICINE 63340 16% 1% 92
3 BIOMETRICS 28511 9% 1% 49
4 JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 7622 2% 2% 9
5 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 4426 2% 1% 10
6 JOURNAL OF APPLIED STATISTICS 4369 2% 1% 14
7 JOURNAL OF QUALITY TECHNOLOGY 3870 2% 1% 9
8 JOURNAL OF CLINICAL EPIDEMIOLOGY 2915 3% 0% 16
9 JOURNAL OF BIOPHARMACEUTICAL STATISTICS 2858 1% 1% 7
10 BIOSTATISTICS 2486 1% 1% 6

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 VERIFICATION BIAS 1766170 8% 70% 47 Search VERIFICATION+BIAS Search VERIFICATION+BIAS
2 PARTIAL VERIFICATION 565824 2% 81% 13 Search PARTIAL+VERIFICATION Search PARTIAL+VERIFICATION
3 PASS FAIL INSPECTION 321418 1% 100% 6 Search PASS+FAIL+INSPECTION Search PASS+FAIL+INSPECTION
4 LATENT CLASS MODEL 256015 7% 11% 42 Search LATENT+CLASS+MODEL Search LATENT+CLASS+MODEL
5 GAUGE CAPABILITY 241060 1% 75% 6 Search GAUGE+CAPABILITY Search GAUGE+CAPABILITY
6 CONDITIONAL DEPENDENCE 209080 2% 35% 11 Search CONDITIONAL+DEPENDENCE Search CONDITIONAL+DEPENDENCE
7 DISEASE FREEDOM 180786 2% 38% 9 Search DISEASE+FREEDOM Search DISEASE+FREEDOM
8 FREEDOM FROM DISEASE 180436 1% 42% 8 Search FREEDOM+FROM+DISEASE Search FREEDOM+FROM+DISEASE
9 BINARY MEASUREMENT 171421 1% 80% 4 Search BINARY+MEASUREMENT Search BINARY+MEASUREMENT
10 WEIGHTED KAPPA COEFFICIENT 171421 1% 80% 4 Search WEIGHTED+KAPPA+COEFFICIENT Search WEIGHTED+KAPPA+COEFFICIENT

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 COLLINS, J , HUYNH, M , (2014) ESTIMATION OF DIAGNOSTIC TEST ACCURACY WITHOUT FULL VERIFICATION: A REVIEW OF LATENT CLASS METHODS.STATISTICS IN MEDICINE. VOL. 33. ISSUE 24. P. 4141 -4169 135 56% 12
2 VAN SMEDEN, M , NAAKTGEBOREN, CA , REITSMA, JB , MOONS, KGM , DE GROOT, JAH , (2014) LATENT CLASS MODELS IN DIAGNOSTIC STUDIES WHEN THERE IS NO REFERENCE STANDARD-A SYSTEMATIC REVIEW.AMERICAN JOURNAL OF EPIDEMIOLOGY. VOL. 179. ISSUE 4. P. 423-431 27 96% 18
3 ZHANG, Y , CHU, HT , ZENG, DL , (2014) EVALUATION OF INCOMPLETE MULTIPLE DIAGNOSTIC TESTS, WITH AN APPLICATION IN THE COLON CANCER FAMILY REGISTRY STUDY.JOURNAL OF APPLIED STATISTICS. VOL. 41. ISSUE 3. P. 688-700 30 77% 0
4 ALONZO, TA , (2014) VERIFICATION BIAS-IMPACT AND METHODS FOR CORRECTION WHEN ASSESSING ACCURACY OF DIAGNOSTIC TESTS.REVSTAT-STATISTICAL JOURNAL. VOL. 12. ISSUE 1. P. 67 -83 24 80% 3
5 DE GROOT, JAH , MOONS, KGM , VERMUNT, JK , REITSMA, JB , OBERSKI, DL , VAN SMEDEN, M , (2016) PROBLEMS IN DETECTING MISFIT OF LATENT CLASS MODELS IN DIAGNOSTIC RESEARCH WITHOUT A GOLD STANDARD WERE SHOWN.JOURNAL OF CLINICAL EPIDEMIOLOGY. VOL. 74. ISSUE . P. 158 -166 26 68% 0
6 GASTWIRTH, JL , JOHNSON, WO , HIKAWA, H , (2011) ESTIMATING THE FRACTION OF 'NON-GENUINE' ARTWORK BY HENRY MOORE FOR SALE ON EBAY: APPLICATION OF LATENT CLASS SCREENING TEST METHODOLOGY.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY. VOL. 174. ISSUE . P. 805 -822 19 90% 0
7 NOFUENTES, JAR , DEL CASTILLO, JDL , JIMENEZ, AEM , (2010) COMPARISON OF THE ACCURACY OF MULTIPLE BINARY TESTS IN THE PRESENCE OF PARTIAL DISEASE VERIFICATION.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 140. ISSUE 9. P. 2504-2519 17 100% 2
8 PEREIRA, GD , LOUZADA, F , BARBOSA, VD , FERREIRA-SILVA, MM , MORAES-SOUZA, H , (2012) A GENERAL LATENT CLASS MODEL FOR PERFORMANCE EVALUATION OF DIAGNOSTIC TESTS IN THE ABSENCE OF A GOLD STANDARD: AN APPLICATION TO CHAGAS DISEASE.COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. VOL. . ISSUE . P. - 26 62% 0
9 AKKERHUIS, T , DE MAST, J , ERDMANN, T , (2017) THE STATISTICAL EVALUATION OF BINARY TESTS WITHOUT GOLD STANDARD: ROBUSTNESS OF LATENT VARIABLE APPROACHES.MEASUREMENT. VOL. 95. ISSUE . P. 473 -479 16 84% 0
10 SEVERN, DE , STEINER, SH , MACKAY, RJ , (2016) ASSESSING BINARY MEASUREMENT SYSTEMS: A COST-EFFECTIVE ALTERNATIVE TO COMPLETE VERIFICATION.JOURNAL OF QUALITY TECHNOLOGY. VOL. 48. ISSUE 2. P. 128 -138 13 100% 0

Classes with closest relation at Level 1


Rank Class id link
1 13048 SUMMARY ROC CURVE//EVIDENCE BASED RADIOLOGY//DIAGNOSTIC ACCURACY STUDY
2 10524 ROC CURVE//YOUDEN INDEX//THREE CLASS CLASSIFICATION
3 11637 REGRESSION CALIBRATION//MISCLASSIFICATION//MEASUREMENT ERROR
4 14137 COHENS KAPPA//CONCORDANCE CORRELATION COEFFICIENT//TOTAL DEVIATION INDEX
5 9848 UNCONDITIONAL TEST//2 X 2 TABLES//FISHERS EXACT TEST
6 23402 LIVESTOCK MOVEMENTS//BIOSECURITY//CATTLE MOVEMENTS
7 25383 THE SHANNON ENTROPY//FUNCTIONAL EQUATION OF SUM FORM//HILLS DIVERSITY NUMBERS
8 17140 CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//RESPONSE SELECTIVE SAMPLING
9 10429 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//REGRESSION MIXTURE MODELS
10 17759 PANCREAS DISEASE//SALMONID ALPHAVIRUS//ISAV

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