Multiple Imputation and Its Application by Carpenter, James R.

Multiple Imputation and Its Application (Hardcover) (ISBN-13: 9781119756088)

Vendor: James R. Carpenter
Product type: Books
Format: Hardcover
$85.00
$85.00
$85.00
Subtotal: $85.00
Multiple Imputation and Its Application by Carpenter, James R.

Multiple Imputation and Its Application

$85.00
Multiple Imputation and Its Application by Carpenter, James R.

Multiple Imputation and Its Application

$85.00
Format: Hardcover
Description
Description
x
Multiple Imputation and its Application

The most up-to-date edition of a bestselling guide to analyzing partially observed data

In this comprehensively revised Second Edition of Multiple Imputation and its Application, a team of distinguished statisticians delivers an overview of the issues raised by missing data, the rationale for multiple imputation as a solution, and the practicalities of applying it in a multitude of settings.

With an accessible and carefully structured presentation aimed at quantitative researchers, Multiple Imputation and its Application is illustrated with a range of examples and offers key mathematical details. The book includes a wide range of theoretical and computer-based exercises, tested in the classroom, which are especially useful for users of R or Stata. Readers will find:

  • A comprehensive overview of one of the most effective and popular methodologies for dealing with incomplete data sets
  • Careful discussion of key concepts
  • A range of examples illustrating the key ideas
  • Practical advice on using multiple imputation
  • Exercises and examples designed for use in the classroom and/or private study

Written for applied researchers looking to use multiple imputation with confidence, and for methods researchers seeking an accessible overview of the topic, Multiple Imputation and its Application will also earn a place in the libraries of graduate students undertaking quantitative analyses.

Author: James R. Carpenter, Jonathan W. Bartlett, Tim P. Morris
ISBN-10: 1119756081
ISBN-13: 9781119756088
Publisher: Wiley
Language: English
Published: 07/24/2023
Pages: 464
Format: Hardcover
Weight: 1.73lbs
Size: 9.00h x 6.00w x 1.00d

By James R. Carpenter
By James R. Carpenter
x

JAMES R. CARPENTER is Professor of Medical Statistics at the London School of Hygiene & Tropical Medicine and Programme Leader in Methodology at the MRC Clinical Trials Unit at UCL, UK.

JONATHAN W. BARTLETT is a Professor of Medical Statistics at the London School of Hygiene & Tropical Medicine, UK.

TIM P. MORRIS is Principal Research Fellow in Medical Statistics at the MRC Clinical Trials Unit at UCL, UK.

ANGELA M. WOOD is Professor of Health Data Science in the Department of Public Health and Primary Care, University of Cambridge, UK.

MATTEO QUARTAGNO is Senior Research Fellow in Medical Statistics at the MRC Clinical Trials Unit at UCL, UK.

MICHAEL G. KENWARD retired in 2016 after sixteen years as GlaxoSmithKline Professor of Biostatistics at the London School of Hygiene & Tropical Medicine, UK.

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