商品簡介
Multiple Imputation is a versatile and general purpose method for analyzing data with some missing values. One popular approach is called sequential regression multivariate imputation, and the authors here have developed a free software package called IVEware that uses this approach. This package works as a standalone, or can be called into SAS, STATA, SPSS, and R. It is widely used in research, notably in the survey methodology community. This book provides a practical introduction to multiple imputation using IVEware. It covers simple and more complex models, and includes a range of case studies from clinical trials, social studies and sample surveys.
作者簡介
Trivellore Raghunathan is the director of the Survey Research Center in the Institute for Social Research and professor of biostatistics in the School of Public Health at the University of Michigan. He has published numerous papers in a range of statistical and public health journals. His research interests include applied regression analysis, linear models, design of experiments, sample survey methods, and Bayesian inference.
Patricia A. Berglund is a senior research associate in the Youth and Social Indicators Program and Survey Methodology Program in the Survey Research Center at the University of Michigan’s Institute for Social Research.
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