Statistical methods for handling incomplete data / (Record no. 2890)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03892cam a2200373 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 17720877 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190927154407.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130502s2014 flu b 101 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2013010114 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439849637 (hardback : acidfree paper) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA276.8 |
| Item number | .K55 2014 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.54 KIM S |
| Edition number | 23 |
| 084 ## - OTHER CLASSIFICATION NUMBER | |
| Classification number | MAT029000 |
| Number source | bisacsh |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kim, Jae Kwang, |
| Dates associated with a name | 1968- |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical methods for handling incomplete data / |
| Statement of responsibility, etc. | Jae Kwang Kim, Department of Statistics Iowa State University, USA, Jun Shao, Department of Statistics University of Wisconsin - Madison, USA. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, Taylor & Francis Group, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2014] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 211 pages ; |
| Dimensions | 25 cm |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 201-207) and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction<br/>Introduction<br/>Outline<br/>How to Use This Book<br/><br/><br/>Likelihood-Based Approach<br/>Introduction<br/>Observed Likelihood<br/>Mean Score Approach<br/>Observed Information<br/><br/><br/><br/><br/><br/>Computation<br/>Introduction<br/>Factoring Likelihood Approach<br/>EM Algorithm<br/>Monte Carlo Computation<br/>Monte Carlo EM<br/>Data Augmentation<br/><br/><br/><br/><br/><br/>Imputation<br/>Introduction<br/>Basic Theory for Imputation<br/>Variance Estimation after Imputation<br/>Replication Variance Estimation<br/>Multiple Imputation<br/>Fractional Imputation<br/><br/><br/>Propensity Scoring Approach<br/>Introduction<br/>Regression Weighting Method<br/>Propensity Score Method<br/>Optimal Estimation<br/>Doubly Robust Method<br/>Empirical Likelihood Method<br/>Nonparametric Method<br/><br/><br/>Nonignorable Missing Data<br/>Nonresponse Instrument<br/>Conditional Likelihood Approach<br/>Generalized Method of Moments (GMM) Approach<br/>Pseudo Likelihood Approach<br/>Exponential Tilting (ET) Model<br/>Latent Variable Approach<br/>Callbacks<br/>Capture-Recapture (CR) Experiment<br/><br/><br/>Longitudinal and Clustered Data<br/>Ignorable Missing Data<br/>Nonignorable Monotone Missing Data<br/>Past-Value-Dependent Missing Data<br/>Random-Effect-Dependent Missing Data<br/><br/><br/>Application to Survey Sampling<br/>Introduction<br/>Calibration Estimation<br/>Propensity Score Weighting Method<br/>Fractional Imputation<br/>Fractional Hot Deck Imputation<br/>Imputation for Two-Phase Sampling<br/>Synthetic Imputation<br/><br/><br/><br/><br/><br/>Statistical Matching<br/>Introduction<br/>Instrumental Variable Approach<br/>Measurement Error Models<br/>Causal Inference<br/><br/><br/><br/><br/><br/>Bibliography<br/><br/><br/>Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "With the advances in statistical computing, there has been a rapid development of techniques and applications in missing data analysis. This book aims to cover the most up-to-date statistical theories and computational methods for analyzing incomplete data through (1)vigorous treatment of statistical theories on likelihood-based inference with missing data, (2) comprehensive treatment of computational techniques and theories on imputation, and (3) most up-to-date treatment of methodologies involving propensity score weighting, nonignorable missing, longitudinal missing, survey sampling application, and statistical matching. The book is suitable for use as a textbook for a graduate course in statistics departments or as a reference book for those interested in this area. Some of the research ideas introduced in the book can be developed further for specific applications"-- |
| Assigning source | Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Missing observations (Statistics) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multiple imputation (Statistics) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICS / Probability & Statistics / General. |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Shao, Jun |
| Titles and other words associated with a name | (Statistician) |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Stack text books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 44/2 | All India Institute of Speech and Hearing | All India Institute of Speech and Hearing | 27/09/2019 | 519.54 KIM S;1 | 19452 | 27/09/2019 | 27/09/2019 | Stack text books | |||||
| Dewey Decimal Classification | R-21/2 | All India Institute of Speech and Hearing | All India Institute of Speech and Hearing | 07/03/2020 | 519.54 KIM S | 19451 | 07/03/2020 | 07/03/2020 | Reference text books |