Multilevel analysis with messy data

Statistical Methods in Medical Research

Volumn 10, Issue 6, 2001, Pages 429-444

  Longford, N T ^a  

^a DE MONTFORT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ANALYTICAL ERROR; DATA ANALYSIS; INFORMATION PROCESSING; MEASUREMENT; METHODOLOGY; RECORDING; REVIEW; STATISTICAL ANALYSIS; STATISTICAL MODEL;

ALGORITHMS; DATA COLLECTION; DATA INTERPRETATION, STATISTICAL; DATABASES; HUMANS; LIKELIHOOD FUNCTIONS; MODELS, STATISTICAL; MONTE CARLO METHOD; PROBABILITY; QUALITY CONTROL; STATISTICAL DISTRIBUTIONS;

EID: 0035190530     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1191/096228001682157643     Document Type: Review

References (26)

1. Data mining for fun and profit
2. Multiple imputation after 18+ years
3. Maximum likelihood from incomplete data via the EM algorithm
4. Special issue on the EM algorithm
5. Missing data
6. Maximum likelihood estimation for mixed continuous and categorical data with missing values
7. Missing data
8. Pattern-mixture models for multivariate incomplete data
9. Multiple imputation in health-care databases: An overview and some applications
10. On estimating standard errors in multilevel analysis
11. Handling missing values in diaries of alcohol consumption
12. Estimation in large crossed random-effects models by data augmentation
13. Inference from coarse data via multiple imputation with application to age heaping
14. Estimating population characteristics from sparse matrix samples of item responses
15. Inference from grouped continuous data: A review
16. Estimation in covariance component models
17. Handling nonresponse in sample surveys by multiple imputations