Class information for:
Level 1: REGRESSION CALIBRATION//MISCLASSIFICATION//MEASUREMENT ERROR

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11637 965 23.6 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
319 2             STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//BIOMETRICS 18302
11637 1                   REGRESSION CALIBRATION//MISCLASSIFICATION//MEASUREMENT ERROR 965

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 REGRESSION CALIBRATION authKW 909702 6% 50% 57
2 MISCLASSIFICATION authKW 754720 12% 21% 116
3 MEASUREMENT ERROR authKW 739684 24% 10% 235
4 ERRORS IN VARIABLES authKW 460231 8% 19% 76
5 CORRECTED SCORE authKW 346121 2% 58% 19
6 COVARIATE MEASUREMENT ERROR authKW 253123 1% 67% 12
7 SIMEX authKW 207678 2% 41% 16
8 SURROGATE COVARIATE authKW 158207 1% 100% 5
9 CORRECTED SCORE ESTIMATOR authKW 126565 0% 100% 4
10 NONPARAMETRIC CORRECTION authKW 126565 0% 100% 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 70612 65% 0% 632
2 Mathematical & Computational Biology 24766 29% 0% 284
3 Medical Informatics 13403 15% 0% 141
4 Public, Environmental & Occupational Health 6848 35% 0% 335
5 Biology 1745 13% 0% 121
6 Medicine, Research & Experimental 1022 13% 0% 126
7 Social Sciences, Mathematical Methods 412 3% 0% 26
8 Health Care Sciences & Services 203 4% 0% 34
9 Computer Science, Interdisciplinary Applications 102 3% 0% 33
10 Mathematics, Interdisciplinary Applications 93 3% 0% 26

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 SEMINAR OKONOMETRIE STAT 71192 0% 75% 3
2 BIOMETRY GRP EPN344 31641 0% 100% 1
3 BIOSTAT BRANCH MD A3 03 31641 0% 100% 1
4 CERMSCPO PIEMONTE 31641 0% 100% 1
5 CPERT 31641 0% 100% 1
6 DISCIPLINE ECON BUSINESS STAT 31641 0% 100% 1
7 ENVIRONM ASSESSMENT MD52 31641 0% 100% 1
8 EPEDEMIOL PREVENT MED 31641 0% 100% 1
9 HESI 31641 0% 100% 1
10 HIV GRP HUB TRIALS METHODOL 31641 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 STATISTICS IN MEDICINE 67915 13% 2% 124
2 BIOMETRICS 49493 9% 2% 84
3 EPIDEMIOLOGY 19197 4% 2% 39
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 15583 5% 1% 49
5 BIOMETRIKA 10068 3% 1% 32
6 AMERICAN JOURNAL OF EPIDEMIOLOGY 8963 5% 1% 51
7 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 6501 2% 1% 16
8 INTERNATIONAL JOURNAL OF BIOSTATISTICS 4941 1% 3% 6
9 INTERNATIONAL JOURNAL OF EPIDEMIOLOGY 4591 3% 1% 27
10 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 4244 3% 0% 33

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 REGRESSION CALIBRATION 909702 6% 50% 57 Search REGRESSION+CALIBRATION Search REGRESSION+CALIBRATION
2 MISCLASSIFICATION 754720 12% 21% 116 Search MISCLASSIFICATION Search MISCLASSIFICATION
3 MEASUREMENT ERROR 739684 24% 10% 235 Search MEASUREMENT+ERROR Search MEASUREMENT+ERROR
4 ERRORS IN VARIABLES 460231 8% 19% 76 Search ERRORS+IN+VARIABLES Search ERRORS+IN+VARIABLES
5 CORRECTED SCORE 346121 2% 58% 19 Search CORRECTED+SCORE Search CORRECTED+SCORE
6 COVARIATE MEASUREMENT ERROR 253123 1% 67% 12 Search COVARIATE+MEASUREMENT+ERROR Search COVARIATE+MEASUREMENT+ERROR
7 SIMEX 207678 2% 41% 16 Search SIMEX Search SIMEX
8 SURROGATE COVARIATE 158207 1% 100% 5 Search SURROGATE+COVARIATE Search SURROGATE+COVARIATE
9 CORRECTED SCORE ESTIMATOR 126565 0% 100% 4 Search CORRECTED+SCORE+ESTIMATOR Search CORRECTED+SCORE+ESTIMATOR
10 NONPARAMETRIC CORRECTION 126565 0% 100% 4 Search NONPARAMETRIC+CORRECTION Search NONPARAMETRIC+CORRECTION

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 THURIGEN, D , SPIEGELMAN, D , BLETTNER, M , HEUER, C , BRENNER, H , (2000) MEASUREMENT ERROR CORRECTION USING VALIDATION DATA: A REVIEW OF METHODS AND THEIR APPLICABILITY IN CASE-CONTROL STUDIES.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 9. ISSUE 5. P. 447-474 48 76% 26
2 GUOLO, A , (2008) ROBUST TECHNIQUES FOR MEASUREMENT ERROR CORRECTION: A REVIEW.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 17. ISSUE 6. P. 555-580 35 55% 18
3 LASH, TL , FOX, MP , MACLEHOSE, RF , MALDONADO, G , MCCANDLESS, LC , GREENLAND, S , (2014) GOOD PRACTICES FOR QUANTITATIVE BIAS ANALYSIS.INTERNATIONAL JOURNAL OF EPIDEMIOLOGY. VOL. 43. ISSUE 6. P. 1969 -1985 29 52% 16
4 ZHANG, JJ , HE, WQ , LI, HF , (2014) A SEMIPARAMETRIC APPROACH FOR ACCELERATED FAILURE TIME MODELS WITH COVARIATES SUBJECT TO MEASUREMENT ERROR.COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION. VOL. 43. ISSUE 2. P. 329-341 21 81% 1
5 LYLES, RH , TANG, L , SUPERAK, HM , KING, CC , CELENTANO, DD , LO, YT , SOBEL, JD , (2011) VALIDATION DATA-BASED ADJUSTMENTS FOR OUTCOME MISCLASSIFICATION IN LOGISTIC REGRESSION AN ILLUSTRATION.EPIDEMIOLOGY. VOL. 22. ISSUE 4. P. 589 -598 23 74% 16
6 GREENLAND, S , GUSTAFSON, P , (2006) ACCOUNTING FOR INDEPENDENT NONDIFFERENTIAL MISCLASSIFICATION DOES NOT INCREASE CERTAINTY THAT AN OBSERVED ASSOCIATION IS IN THE CORRECT DIRECTION.AMERICAN JOURNAL OF EPIDEMIOLOGY. VOL. 164. ISSUE 1. P. 63-68 23 82% 26
7 YI, GY , MA, YY , SPIEGELMAN, D , CARROLL, RJ , (2015) FUNCTIONAL AND STRUCTURAL METHODS WITH MIXED MEASUREMENT ERROR AND MISCLASSIFICATION IN COVARIATES.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 110. ISSUE 510. P. 681 -696 23 66% 1
8 TANG, L , LYLES, RH , KING, CC , CELENTANO, DD , LO, YT , (2015) BINARY REGRESSION WITH DIFFERENTIALLY MISCLASSIFIED RESPONSE AND EXPOSURE VARIABLES.STATISTICS IN MEDICINE. VOL. 34. ISSUE 9. P. 1605 -1620 19 79% 1
9 THORESEN, M , LAAKE, P , (2007) A SIMULATION STUDY OF STATISTICAL TESTS IN LOGISTIC MEASUREMENT ERROR MODELS.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. VOL. 77. ISSUE 8. P. 683-694 20 91% 0
10 RIPPIN, G , (2001) DESIGN ISSUES AND SAMPLE SIZE WHEN EXPOSURE MEASUREMENT IS INACCURATE.METHODS OF INFORMATION IN MEDICINE. VOL. 40. ISSUE 2. P. 137-140 25 86% 2

Classes with closest relation at Level 1


Rank Class id link
1 24785 ULTRASTRUCTURAL MODEL//LS ESTIMATOR//EV MODEL
2 22170 JOINT MODEL//SHARED PARAMETER MODEL//CONDITIONAL SCORE
3 17140 CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//RESPONSE SELECTIVE SAMPLING
4 18034 VERIFICATION BIAS//PARTIAL VERIFICATION//PASS FAIL INSPECTION
5 11163 WHITE NOISE MODEL//ADAPTIVE ESTIMATION//MINIMAX RISK
6 11671 ANNALS OF OCCUPATIONAL HYGIENE//COSHH ESSENTIALS//CONTROL BANDING
7 27428 COVARIATE ADJUSTMENT//LINEAR MODELS EQUATING COVARIATE MEANS//RANDOMIZATION BASED NONPARAMETRIC COVARIANCE ADJUSTMENT
8 22018 ATTRIBUTABLE RISK//SUFFICIENT CAUSE//ATTRIBUTABLE FRACTION
9 1279 FOOD FREQUENCY QUESTIONNAIRE//DIETARY ASSESSMENT//FFQ
10 4137 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//MARGINAL STRUCTURAL MODELS

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