Multiple imputation for nonresponse in surveys:
"Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for resear...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York ; Chichester ; Brisbane ; Toronto ; Singapore
John Wiley & Sons
[1987]
|
| Series: | Wiley series in probability and mathematical statistics. Applied probability and statistics
|
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Summary: | "Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for researchers who must analyze them. Also presents the background for Bayesian and frequentist theory. After establishing that only standard complete-data methods are needed to analyze a multiply-imputed set, the text evaluates procedures in general circumstances, outlining specific procedures for creating imputations in both the ignorable and nonignorable cases. Examples and exercises reinforce ideas, and the interplay of Bayesian and frequentist ideas presents a unified picture of modern statistics." (Verlagsinformation) |
| Physical Description: | 1 Online-Ressource (XXIX, 258 Seiten) |
| ISBN: | 9780470316696 9780470317365 |
Staff View
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| author | Rubin, Donald B. 1943- |
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| discipline | Allgemeines Soziologie Mathematik Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | DE-604.BV043388975 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:36Z |
| institution | BVB |
| isbn | 9780470316696 9780470317365 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028807559 |
| oclc_num | 264615498 |
| open_access_boolean | |
| owner | DE-861 DE-473 DE-BY-UBG DE-11 |
| owner_facet | DE-861 DE-473 DE-BY-UBG DE-11 |
| physical | 1 Online-Ressource (XXIX, 258 Seiten) |
| psigel | ZDB-35-WIC ZDB-38-EBR HUB_PDA_EBR_Kauf ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC_Kauf22 |
| publishDate | 1987 |
| publishDateSearch | 1987 |
| publishDateSort | 1987 |
| publisher | John Wiley & Sons |
| record_format | marc |
| series2 | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| spelling | Rubin, Donald B. 1943- Verfasser (DE-588)131607618 aut Multiple imputation for nonresponse in surveys Donald B. Rubin New York ; Chichester ; Brisbane ; Toronto ; Singapore John Wiley & Sons [1987] © 1987 1 Online-Ressource (XXIX, 258 Seiten) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and mathematical statistics. Applied probability and statistics "Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for researchers who must analyze them. Also presents the background for Bayesian and frequentist theory. After establishing that only standard complete-data methods are needed to analyze a multiply-imputed set, the text evaluates procedures in general circumstances, outlining specific procedures for creating imputations in both the ignorable and nonignorable cases. Examples and exercises reinforce ideas, and the interplay of Bayesian and frequentist ideas presents a unified picture of modern statistics." (Verlagsinformation) Surveys / Non-response / Statistical models Échantillonnage (Statistique) Enquêtes sociales / Taux de réponse Imputation multiple (Statistique) SCIENCE / Research & Methodology bisacsh Multiple imputation (Statistics) fast Nonresponse (Statistics) fast Social surveys / Response rate fast Survey-onderzoek gtt Non-respons gtt Ontbrekende gegevens gtt Statistische analyse gtt Imputationstechnik (DE-588)4609617-6 gnd rswk-swf Ausreißerwert (DE-588)4143602-7 gnd rswk-swf Schätztheorie (DE-588)4121608-8 gnd rswk-swf Non-response-Problem (DE-588)4133974-5 gnd rswk-swf Datenerhebung (DE-588)4155272-6 gnd rswk-swf Antwortverweigerung (DE-588)4343644-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Umfrage (DE-588)4005227-8 gnd rswk-swf Schätztheorie (DE-588)4121608-8 s Imputationstechnik (DE-588)4609617-6 s DE-604 Umfrage (DE-588)4005227-8 s Statistik (DE-588)4056995-0 s Antwortverweigerung (DE-588)4343644-4 s Non-response-Problem (DE-588)4133974-5 s DE-188 Datenerhebung (DE-588)4155272-6 s Ausreißerwert (DE-588)4143602-7 s Erscheint auch als Druck-Ausgabe 0-471-65574-0 978-0-471-08705-2 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316696 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Rubin, Donald B. 1943- Multiple imputation for nonresponse in surveys Surveys / Non-response / Statistical models Échantillonnage (Statistique) Enquêtes sociales / Taux de réponse Imputation multiple (Statistique) SCIENCE / Research & Methodology bisacsh Multiple imputation (Statistics) fast Nonresponse (Statistics) fast Social surveys / Response rate fast Survey-onderzoek gtt Non-respons gtt Ontbrekende gegevens gtt Statistische analyse gtt Imputationstechnik (DE-588)4609617-6 gnd Ausreißerwert (DE-588)4143602-7 gnd Schätztheorie (DE-588)4121608-8 gnd Non-response-Problem (DE-588)4133974-5 gnd Datenerhebung (DE-588)4155272-6 gnd Antwortverweigerung (DE-588)4343644-4 gnd Statistik (DE-588)4056995-0 gnd Umfrage (DE-588)4005227-8 gnd |
| subject_GND | (DE-588)4609617-6 (DE-588)4143602-7 (DE-588)4121608-8 (DE-588)4133974-5 (DE-588)4155272-6 (DE-588)4343644-4 (DE-588)4056995-0 (DE-588)4005227-8 |
| title | Multiple imputation for nonresponse in surveys |
| title_auth | Multiple imputation for nonresponse in surveys |
| title_exact_search | Multiple imputation for nonresponse in surveys |
| title_full | Multiple imputation for nonresponse in surveys Donald B. Rubin |
| title_fullStr | Multiple imputation for nonresponse in surveys Donald B. Rubin |
| title_full_unstemmed | Multiple imputation for nonresponse in surveys Donald B. Rubin |
| title_short | Multiple imputation for nonresponse in surveys |
| title_sort | multiple imputation for nonresponse in surveys |
| topic | Surveys / Non-response / Statistical models Échantillonnage (Statistique) Enquêtes sociales / Taux de réponse Imputation multiple (Statistique) SCIENCE / Research & Methodology bisacsh Multiple imputation (Statistics) fast Nonresponse (Statistics) fast Social surveys / Response rate fast Survey-onderzoek gtt Non-respons gtt Ontbrekende gegevens gtt Statistische analyse gtt Imputationstechnik (DE-588)4609617-6 gnd Ausreißerwert (DE-588)4143602-7 gnd Schätztheorie (DE-588)4121608-8 gnd Non-response-Problem (DE-588)4133974-5 gnd Datenerhebung (DE-588)4155272-6 gnd Antwortverweigerung (DE-588)4343644-4 gnd Statistik (DE-588)4056995-0 gnd Umfrage (DE-588)4005227-8 gnd |
| topic_facet | Surveys / Non-response / Statistical models Échantillonnage (Statistique) Enquêtes sociales / Taux de réponse Imputation multiple (Statistique) SCIENCE / Research & Methodology Multiple imputation (Statistics) Nonresponse (Statistics) Social surveys / Response rate Survey-onderzoek Non-respons Ontbrekende gegevens Statistische analyse Imputationstechnik Ausreißerwert Schätztheorie Non-response-Problem Datenerhebung Antwortverweigerung Statistik Umfrage |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316696 |
| work_keys_str_mv | AT rubindonaldb multipleimputationfornonresponseinsurveys |