Class information for:
Level 2: MULTIPLE IMPUTATION//LIFETIME DATA ANALYSIS//STATISTICS IN MEDICINE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
887 10737 23.7 54%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
35 104217 STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//STAT

Classes in level below (level 1)


ID, lev. below Publications Label for level below
2415 2183 RECURRENT EVENTS//LIFETIME DATA ANALYSIS//FRAILTY MODEL
3399 1917 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
3963 1797 GENERALIZED ESTIMATING EQUATIONS//QUASI LEAST SQUARES//MARGINAL MODEL
5749 1514 RANDOM CENSORSHIP//PRODUCT LIMIT ESTIMATOR//TRUNCATED AND CENSORED DATA
11497 910 ZERO INFLATION//OVERDISPERSION//COUNT DATA
13080 797 COMPETING RISKS//CUMULATIVE INCIDENCE FUNCTION//MASKED DATA
17504 532 INTERVAL CENSORING//CURRENT STATUS DATA//INTERVAL CENSORED DATA
19715 428 STOCHASTIC NEURAL RESPONSES//LEFT CENSORING//NON DETECTS
20280 405 CURE RATE MODELS//CURE MODEL//LONG TERM SURVIVAL MODELS
24699 254 Q TWIST//HEALTH ECONOMETRICS//LOG MODELS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of publ.
in class
1 MULTIPLE IMPUTATION Author keyword 265 53% 3% 356
2 LIFETIME DATA ANALYSIS Journal 238 58% 3% 278
3 STATISTICS IN MEDICINE Journal 230 18% 11% 1181
4 INTERVAL CENSORING Author keyword 221 68% 2% 192
5 MISSING DATA Author keyword 172 25% 5% 589
6 BIOMETRICS Journal 160 18% 7% 793
7 RECURRENT EVENTS Author keyword 148 70% 1% 123
8 DEPENDENT CENSORING Author keyword 147 82% 1% 86
9 COMPETING RISKS Author keyword 141 41% 2% 266
10 GENERALIZED ESTIMATING EQUATIONS Author keyword 135 46% 2% 217

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 MULTIPLE IMPUTATION 265 53% 3% 356 Search MULTIPLE+IMPUTATION Search MULTIPLE+IMPUTATION
2 INTERVAL CENSORING 221 68% 2% 192 Search INTERVAL+CENSORING Search INTERVAL+CENSORING
3 MISSING DATA 172 25% 5% 589 Search MISSING+DATA Search MISSING+DATA
4 RECURRENT EVENTS 148 70% 1% 123 Search RECURRENT+EVENTS Search RECURRENT+EVENTS
5 DEPENDENT CENSORING 147 82% 1% 86 Search DEPENDENT+CENSORING Search DEPENDENT+CENSORING
6 COMPETING RISKS 141 41% 2% 266 Search COMPETING+RISKS Search COMPETING+RISKS
7 GENERALIZED ESTIMATING EQUATIONS 135 46% 2% 217 Search GENERALIZED+ESTIMATING+EQUATIONS Search GENERALIZED+ESTIMATING+EQUATIONS
8 CENSORED DATA 126 36% 3% 286 Search CENSORED+DATA Search CENSORED+DATA
9 CENSORING 123 38% 2% 260 Search CENSORING Search CENSORING
10 CURRENT STATUS DATA 122 77% 1% 82 Search CURRENT+STATUS+DATA Search CURRENT+STATUS+DATA

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 FAILURE TIME DATA 387 67% 3% 346
2 SURVIVAL DATA 336 54% 4% 430
3 PROPORTIONAL HAZARDS MODEL 262 51% 3% 363
4 CENSORED DATA 257 48% 4% 394
5 PRODUCT LIMIT ESTIMATOR 185 79% 1% 118
6 SURVIVAL FUNCTION 160 78% 1% 106
7 PATTERN MIXTURE MODELS 149 65% 1% 143
8 NONPARAMETRIC ESTIMATION 119 30% 3% 335
9 GENERALIZED LINEAR MODELS 117 24% 4% 416
10 REGRESSION MODELS 108 18% 5% 551

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of publ.
in class
1 LIFETIME DATA ANALYSIS 238 58% 3% 278
2 STATISTICS IN MEDICINE 230 18% 11% 1181
3 BIOMETRICS 160 18% 7% 793
4 BIOMETRIKA 79 15% 4% 477
5 SCANDINAVIAN JOURNAL OF STATISTICS 34 15% 2% 202
6 BIOMETRICAL JOURNAL 32 11% 2% 261
7 BIOSTATISTICS 29 19% 1% 136
8 STATISTICAL METHODS IN MEDICAL RESEARCH 17 17% 1% 87
9 STATISTICAL MODELLING 16 23% 1% 61
10 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 14 10% 1% 125

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Missing Data Analysis: Making It Work in the Real World 2009 914 40 60%
Review: A gentle introduction to imputation of missing values 2006 511 6 83%
A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions 2013 18 24 75%
Introduction to multiple imputation for dealing with missing data 2014 6 15 73%
Multiple imputation: a primer 1999 908 12 50%
A note on competing risks in survival data analysis 2004 256 10 70%
Missing Data and Multiple Imputation 2013 10 25 88%
The clinical course of cirrhosis: The importance of multistate models and competing risks analysis 2015 1 20 50%
A Review of Hot Deck Imputation for Survey Non-response 2010 79 38 55%
Missing Data A Systematic Review of How They Are Reported and Handled 2012 19 15 87%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 EPIDEMIOL BIOSTAT MC923 15 82% 0.1% 9
2 I BIOSTAT 14 31% 0.4% 38
3 LSTA 8 18% 0.4% 40
4 FREIBURG DATA ANAL MODELLING 4 28% 0.1% 11
5 INTERUNIV BIOSTAT STAT BIOINFORMAT 4 12% 0.3% 29
6 BIOSTAT U897 3 100% 0.0% 3
7 MMC 303 3 100% 0.0% 3
8 PROGRAM RURAL MENTAL HLTH SUBST ABUSE TREATMENT 3 100% 0.0% 3
9 DIPARTIMENTO IST PUBBL ECON SOC 3 38% 0.1% 6
10 STAT THEOR PL 3 16% 0.1% 16

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000033946 REGRESSION CALIBRATION//MEASUREMENT ERROR//ERRORS IN VARIABLES
2 0.0000020480 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//STATISTICS IN MEDICINE
3 0.0000020032 NONPARAMETRIC REGRESSION//ORACLE PROPERTY//SUFFICIENT DIMENSION REDUCTION
4 0.0000018247 DIRICHLET PROCESS//MARKOV CHAIN MONTE CARLO//BAYESIAN NONPARAMETRICS
5 0.0000015628 RANKED SET SAMPLING//ORDER STATISTICS//RECORD VALUES
6 0.0000013565 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//LOCAL INFLUENCE//BIRNBAUM SAUNDERS DISTRIBUTION
7 0.0000013216 SIZE OF EPIDEMIC//SPHERICAL CAPSULE TRAIN//STOCHASTIC EPIDEMIC MODELS
8 0.0000012836 RANDOMIZED RESPONSE//AUXILIARY INFORMATION//SURVEY METHODOLOGY
9 0.0000011270 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//COEFFICIENT ALPHA
10 0.0000010497 TOTAL DEVIATION INDEX//CONCORDANCE CORRELATION COEFFICIENT//COHENS KAPPA