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Title: Statistical Analysis With Missing Data by Roderick J. A. Little, Donald B. Rubin ISBN: 0-471-18386-5 Publisher: Wiley-Interscience Pub. Date: 23 August, 2002 Format: Hardcover Volumes: 1 List Price(USD): $99.95 |
Average Customer Rating: 5 (2 reviews)
Rating: 5
Summary: the bible on missing data
Comment: Don Rubin developed much of the current theory on missing data. He and Rod Little have written eloquently on an important and difficult topic. This is the best available reference on missing data. Multiple imputation has been a highly successful technique. It was developed by Rubin and it gets good coverage here. If you are particularly interested in multiple imputation Rubin has another text devoted solely to it. The only drawback to the text is that standard software to handle the new methods was not available in 1987. So there is no coverage of software packages. However, Rubin has worked with Statistical Solutions to get imputation and particularly multiple imputation techniques into a software package called Solas. With Rubin's books and the Solas manual you will be ready to do imputation and more importantly you will understand the modeling assumptions that the methods hinge on.
Rating: 5
Summary: Classic Text on Missing Data
Comment: This is the standard reference for statistics of missing data. Anyone working in the field will find it indispensable. The new edition is updated to cover a number of recent developments in the field.
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Title: Missing Data : Series: Quantitative Applications in the Social Sciences by Paul D. Allison ISBN: 0761916725 Publisher: Sage Publications Pub. Date: 13 August, 2001 List Price(USD): $15.95 |
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Title: Analysis of Incomplete Multivariate Data by Joe Schafer, J. L. Schafer ISBN: 0412040611 Publisher: CRC Press Pub. Date: 01 August, 1997 List Price(USD): $74.95 |
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Title: Categorical Data Analysis by Alan Agresti ISBN: 0471360937 Publisher: Wiley-Interscience Pub. Date: 12 July, 2002 List Price(USD): $94.50 |
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Title: Analysis of Longitudinal Data by Peter Diggle, Patrick Heagerty, Kung-Yee Liang, Scott Zeger ISBN: 0198524846 Publisher: Oxford Press Pub. Date: 15 August, 2002 List Price(USD): $85.00 |
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Title: Bayesian Data Analysis, Second Edition by Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin ISBN: 158488388X Publisher: CRC Press Pub. Date: 29 July, 2003 List Price(USD): $59.95 |
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