Class information for:
Level 1: MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
726 2             STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//MULTIPLE IMPUTATION 13119
3707 1                   MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL 1959

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MULTIPLE IMPUTATION authKW 2766318 19% 45% 381
2 MISSING DATA authKW 2160040 30% 23% 578
3 PATTERN MIXTURE MODEL authKW 777347 3% 79% 61
4 JOINT MODEL authKW 695716 6% 34% 126
5 MISSING NOT AT RANDOM authKW 543429 3% 68% 50
6 MISSING AT RANDOM authKW 411863 5% 27% 94
7 LONGITUDINAL DATA authKW 292180 9% 10% 177
8 SHARED PARAMETER MODEL authKW 272509 1% 71% 24
9 SELECTION MODEL authKW 232241 2% 38% 38
10 LOCF authKW 229795 1% 71% 20

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 151653 67% 1% 1320
2 Mathematical & Computational Biology 59579 32% 1% 631
3 Medical Informatics 41355 18% 1% 355
4 Social Sciences, Mathematical Methods 7196 8% 0% 149
5 Public, Environmental & Occupational Health 4611 21% 0% 407
6 Medicine, Research & Experimental 3293 16% 0% 318
7 Health Care Sciences & Services 2421 8% 0% 156
8 Biology 1819 9% 0% 180
9 Psychology, Mathematical 1783 2% 0% 44
10 Mathematics, Interdisciplinary Applications 807 5% 0% 99

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 I BIOSTAT 48983 1% 13% 24
2 PROGRAM RURAL MENTAL HLTH SUBST ABUSE TREATMENT 48259 0% 100% 3
3 EPIDEMIOL BIOSTAT MC923 36187 0% 38% 6
4 BIOSTAT 33227 22% 0% 434
5 METHODOL FSW 32173 0% 100% 2
6 INT BIOSTAT STAT BIOINFORMAT 21447 0% 67% 2
7 STAT 19805 15% 0% 294
8 MED STAT UNIT 18512 2% 3% 34
9 ADOBE INDIA S 16086 0% 100% 1
10 AGR FO TRY ENGN ETSIAM 16086 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS IN MEDICINE 183041 15% 4% 289
2 BIOMETRICS 64003 7% 3% 135
3 STATISTICAL METHODS IN MEDICAL RESEARCH 50682 3% 6% 51
4 JOURNAL OF BIOPHARMACEUTICAL STATISTICS 35077 2% 5% 46
5 PHARMACEUTICAL STATISTICS 30276 2% 6% 32
6 BIOSTATISTICS 24291 2% 4% 35
7 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 18406 4% 2% 75
8 STATA JOURNAL 16011 1% 5% 22
9 BMC MEDICAL RESEARCH METHODOLOGY 15081 2% 3% 36
10 STATISTICAL MODELLING 11906 1% 5% 16

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MULTIPLE IMPUTATION 2766318 19% 45% 381 Search MULTIPLE+IMPUTATION Search MULTIPLE+IMPUTATION
2 MISSING DATA 2160040 30% 23% 578 Search MISSING+DATA Search MISSING+DATA
3 PATTERN MIXTURE MODEL 777347 3% 79% 61 Search PATTERN+MIXTURE+MODEL Search PATTERN+MIXTURE+MODEL
4 JOINT MODEL 695716 6% 34% 126 Search JOINT+MODEL Search JOINT+MODEL
5 MISSING NOT AT RANDOM 543429 3% 68% 50 Search MISSING+NOT+AT+RANDOM Search MISSING+NOT+AT+RANDOM
6 MISSING AT RANDOM 411863 5% 27% 94 Search MISSING+AT+RANDOM Search MISSING+AT+RANDOM
7 LONGITUDINAL DATA 292180 9% 10% 177 Search LONGITUDINAL+DATA Search LONGITUDINAL+DATA
8 SHARED PARAMETER MODEL 272509 1% 71% 24 Search SHARED+PARAMETER+MODEL Search SHARED+PARAMETER+MODEL
9 SELECTION MODEL 232241 2% 38% 38 Search SELECTION+MODEL Search SELECTION+MODEL
10 LOCF 229795 1% 71% 20 Search LOCF Search LOCF

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 15828 CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//MISSING COVARIATES
2 21499 MISSING VALUE IMPUTATION//MISSING VALUES//MISSING VALUE ESTIMATION
3 3423 GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//GENERALIZED LINEAR MIXED MODEL
4 38074 MONOTONE INCOMPLETE DATA//MONOTONE MISSING DATA//MONOTONE INCOMPLETE SAMPLE
5 31933 EPIDEMIOL BIOSTAT MC923//ALTERNATING PROJECTIONS METHOD//LOW RANK CORRELATION MATRIX
6 11635 REGRESSION CALIBRATION//MEASUREMENT ERROR//MISCLASSIFICATION
7 17394 GROWTH CURVE MODEL//EXTENDED GROWTH CURVE MODEL//SERIAL COVARIANCE STRUCTURE
8 13060 PRINCIPAL STRATIFICATION//INSTRUMENTAL VARIABLES//CAUSAL INFERENCE
9 31444 JOURNAL OF THE MARKET RESEARCH SOCIETY//ADVERTISING MEDIA PLANNING//AUDIENCE INTELLIGENCE
10 10855 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//CLASS ENUMERATION

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