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[MI] Multiple Imputation

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STATA Multiple -IMPUTATIONREFERENCE MANUALRELEASE 17 A Stata Press PublicationStataCorp LLCCollege Station, Texas Copyrightc 1985 2021 StataCorp LLCAll rights reservedVersion 17Published by Stata Press, 4905 Lakeway Drive, College Station, Texas 77845Typeset in TEXISBN-10: 1-59718-341-5ISBN-13: 978-1-59718-341-3This manual is protected by copyright. All rights are reserved. No part of this manual may be reproduced, storedin a retrieval system, or transcribed, in any form or by any means electronic, mechanical, photocopy, recording, orotherwise without the prior written permission of StataCorp LLC unless permitted subject to the terms and conditionsof a license granted to you by StataCorp LLC to use the software and documentation.

terminology used throughout the manual. The discussion here, as well as other statistical entries in this manual, is based on the concepts developed inRubin(1987) andSchafer(1997). Remarks and examples Remarks are presented under the following headings: Motivating example What is multiple imputation? Theory underlying multiple imputation

  Terminology

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