Multiple Imputation in the Presence of Outliers
作者： Michael Elliott
DOI:
关键词:
摘要: … By further utilizing a multiple imputation approach, we simultaneously 1) conduct inference after removing cases the appear to be outliers; 2) promulgate uncertainty in the outlier status …
core.ac.uk 参考文章(20)
G. E. P. Box, D. R. Cox, An Analysis of Transformations Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 26, pp. 211- 243 ,(1964) , 10.1111/J.2517-6161.1964.TB00553.X
Cole Tj, The LMS method for constructing normalized growth standards. European Journal of Clinical Nutrition. ,vol. 44, pp. 45- 60 ,(1990)
Barry I. Graubard, Edward L. Korn, Analysis of Health Surveys ,(1999)
J.L. Schafer, Analysis of Incomplete Multivariate Data ,(1997)
Bradley P. Carlin, Siddhartha Chib, Bayesian Model Choice Via Markov Chain Monte Carlo Methods Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 57, pp. 473- 484 ,(1995) , 10.1111/J.2517-6161.1995.TB02042.X
Institute of Medicine (U.S.). Committee on Prevention of Obesity in Children and Youth, Preventing Childhood Obesity: Health in the Balance ,(2005)
Jim Freeman, Outliers in Statistical Data (3rd edition) Journal of the Operational Research Society. ,vol. 46, pp. 1034- 1035 ,(1995) , 10.1057/JORS.1995.142
Ralph S. Woodruff, A Simple Method for Approximating the Variance of a Complicated Estimate Journal of the American Statistical Association. ,vol. 66, pp. 411- 414 ,(1971) , 10.1080/01621459.1971.10482279
T. J. Cole, Growth charts for both cross‐sectional and longitudinal data Statistics in Medicine. ,vol. 13, pp. 2477- 2492 ,(1994) , 10.1002/SIM.4780132311
Tim Lobstein, Louise Baur, Ricardo Uauy, None, Obesity in children and young people: a crisis in public health Obesity Reviews. ,vol. 5, pp. 4- 85 ,(2004) , 10.1111/J.1467-789X.2004.00133.X