Statistical methods for handling incomplete data (Record no. 5904)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02397nam a22002417a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240413123136.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240226b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032118130 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.54 |
| Item number | KIM |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kim, Jae Kwang |
| 245 ## - TITLE STATEMENT | |
| Title | Statistical methods for handling incomplete data |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Place of publication, distribution, etc. | London |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 364 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 44.99 |
| 500 ## - GENERAL NOTE | |
| General note | Table of Contents:<br/><br/>1. Introduction<br/>2. Likelihood-based Approach<br/>3. Computation<br/>4. Imputation<br/>5. Multiple Imputation<br/>6. Fractional Imputation<br/>7. Propensity Scoring Approach<br/>8. Nonignorable Missing Data<br/>9. Longitudinal and Clustered Data<br/>10. Application to Survey Sampling<br/>11. Data Integration<br/>12. Advanced Topics |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Due to recent theoretical findings and advances in statistical computing, there has been a rapid development of techniques and applications in the area of missing data analysis. Statistical Methods for Handling Incomplete Data covers the most up-to-date statistical theories and computational methods for analyzing incomplete data.<br/><br/> <br/><br/>Features<br/><br/>Uses the mean score equation as a building block for developing the theory for missing data analysis<br/>Provides comprehensive coverage of computational techniques for missing data analysis<br/>Presents a rigorous treatment of imputation techniques, including multiple imputation fractional imputation<br/>Explores the most recent advances of the propensity score method and estimation techniques for nonignorable missing data<br/>Describes a survey sampling application<br/>Updated with a new chapter on Data Integration<br/>Now includes a chapter on Advanced Topics, including kernel ridge regression imputation and neural network model imputation<br/>The book is primarily aimed at researchers and graduate students from statistics, and could be used as a reference by applied researchers with a good quantitative background. It includes many real data examples and simulated examples to help readers understand the methodologies.<br/><br/>(https://www.routledge.com/Statistical-Methods-for-Handling-Incomplete-Data/Kim-Shao/p/book/9781032118130) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Missing observations (Statistics) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Multiple imputation (Statistics) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics - Probability & Statistics - General |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistical matching |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Operations Management & Quantitative Techniques | TB3911 | 22-02-2024 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 02/26/2024 | Technical Bureau India Pvt. Ltd. | 3155.37 | 519.54 KIM | 006249 | 02/26/2024 | 1 | 4854.42 | 02/26/2024 | Book |